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FFBC · Earnings-call lab · 42 calls graded · 2016–2026

First Financial Bancorp.

The call grade, management's tone measured against 177,437 other calls, what changed since the quarter before, and every one of the 500 checks.

500checks per call

42calls analyzed

2016–2026coverage

NEWESTQ1 2026 call

2026-04-24 · 500 / 500 checks · members only

LockedStarter · $1 first week

AI call read

Grade locked

Grade and plain-English verdict

Expected 45-day move

Locked

Move size estimate, not direction

AI checks completed

500/ 500

Every check answered YES or NO

This is the current report. Unlock its call read, expected move size, and all 500 answers.

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OPENQ4 2025 call

2026-04-23 · 5 analysts · 11 questions · 500 / 500 checks

Free · full reportThe quarter before the newest

B+

Call grade · Better than 75% of 177,437 calls

Strong call. Management held guidance steady against steady demand. The delivery was unusually candid, rich in specifics, relaxed under questioning.

Management toneResultTypical range · middle half of all callsFlag

Candor8 /9

—

Evasion1 /9

—

Specificity9 /9

—

Confidence8 /9

—

Uncertainty3 /9

—

Promotion4 /9

—

Stress1 /9

—

Complexity5 /9

—

Since the quarter before · Q3 2025 → Q4 2025

Guidance maintainedDemand stableMargins stablePricing stableBacklog growingHeadcount ~~cutting~~growing⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts

Notable checks detected

Is there a questioner from an investment bank other than the first three analysts who ask questions?
Are there more than ten analyst questions in total?
Does the operator use the phrase "next question" at least three times?
Does any speaker use "we're" where "we are" could substitute, more than twenty times overall?

ScreenersHigh Candor Skeptic Reassured Critic Ammunition Underused Fixed Costs Backlog Growing

Lab panel · Q4 2025 call

30 markers, measured against 177,437 calls

Language counted straight from the transcript, behaviour read by the 500 checks, tone above. The band is the middle half of every call we have graded; a flag means this call sits outside it.

4 flags on this call

LanguageResultTypical range · middle half of all callsFlag

AI mentionsTimes management said AI, generative, LLM or agentic.0 mentions

typical 0–0

—

"Great question"Management praising a question before answering it.0 times

typical 0–1

—

Thank-yousEvery thanks on the call, in both directions.8 times

typical 13–31

—

BuzzwordsSynergies, headwinds, flywheels, best-in-class and friends.0.3 /1k words

typical 0.6–1.8

—

HedgesSort of, kind of, roughly, I think, probably.18.8 /1k words

typical 5.5–10.5

SuperlativesRecord, unprecedented, tremendous, incredible.3.2 /1k words

typical 0.3–1.2

Outside forcesMacro, weather, currency, tariffs, supply chain.11 mentions

typical 1–9

Stonewalls"Not going to comment", "we don't break that out".0 times

typical 0–0

—

NumbersFigures per thousand words of management speech. Low means vague.45.6 /1k words

typical 21.2–35.3

—

"Excited"Excited, exciting, thrilled.0 times

typical 0–3

—

Script shareShare of the call spent on prepared remarks rather than questions.35% % of call

typical 35%–55%

—

CEO shareHow much of the talking the CEO did.51% % of mgmt words

typical 29%–68%

—

Longest answerThe longest single management answer in the Q&A.249 words

typical 249–461

—

Reading levelFlesch–Kincaid grade level of management answers.5.6 US grade

typical 7.6–9.6

—

Behaviour · from the 500 checksDetectedTypical range · middle half of all callsFlag

FlatteryCompliments, thank-yous and first names between analysts and management.12 of 49

typical 16–30

—

DodgingQuestions declined, deferred or answered with a different question.4 of 15

typical 5–9

—

BlameResults attributed to weather, macro, currency or other outside forces.5 of 27

typical 3–12

—

HypeSuperlatives and excitement in management language.5 of 11

typical 2–8

—

Analyst pushbackHow hard the analysts pressed: follow-ups, two-part questions, challenges.4 of 22

typical 5–10

—

ConfessionAdmissions, apologies and self-corrections.2 of 11

typical 1–5

—

Call theaterStage management: operator mechanics, scripted cues, "color".12 of 33

typical 12–19

—

Capital returns talkAttention paid to buybacks, dividends, M&A and the balance sheet.6 of 7

typical 1–5

Counts are literal: "AI mentions" is the number of times management said it. Behaviour indices count how many checks in a themed group came back YES. Rankings across all companies →

Full transparency

All 500 AI checks

Q4 2025 · 500 checks

Every answer is below. Open any check to see what its YES or NO means.

Choose a past call

500checked

192detected

308not detected

YES Does an executive answer a question by describing a process rather than an outcome? Activist · seen in 86.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 86.8% of calls 85.3% repeat consistency

NO Is there a question the executive answers with a question back to the analyst? Activist · seen in 31.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.3% of calls 88.3% repeat consistency

YES Does anyone compare the company to an unnamed "competitor" or "peer" rather than naming it? Activist · seen in 63.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 63.3% of calls 83% repeat consistency

NO Does anyone use "historically" or "traditionally" while defending a current practice? Activist · seen in 28.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.6% of calls 83.7% repeat consistency

NO Is a departure, transition, or role change mentioned only in passing without a thank-you or tribute? Activist · seen in 10% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10% of calls 91% repeat consistency

NO Does anyone reference a private conversation ("as I told...", "as we discussed offline")? Activist · seen in 18% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18% of calls 85% repeat consistency

YES Does the transcript contain the phrase "next question" at least twice? Air Traffic · seen in 83.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 83.8% of calls 97.3% repeat consistency

NO Does an analyst ask a question spanning more than five sentences? Air Traffic · seen in 75.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 75.4% of calls 88.6% repeat consistency

YES Does any analyst ask a question containing multiple sub-questions (three or more)? Air Traffic · seen in 89.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 89.5% of calls 94% repeat consistency

YES Does the CEO answer a question personally after another executive initially responds? Air Traffic · seen in 58% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 58% of calls 90% repeat consistency

YES Does any speaker use the phrase "if you look at" at least twice? Air Traffic · seen in 35.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 35.1% of calls 90% repeat consistency

YES Does any analyst preface a question by summarizing the company's stated results? Air Traffic · seen in 75.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75.4% of calls 80.6% repeat consistency

NO Does any speaker use the word "obviously" at least twice? Air Traffic · seen in 55.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 55.8% of calls 83.8% repeat consistency

NO Does anyone say "guidance" in the same sentence as a specific number? Air Traffic · seen in 56.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 56.4% of calls 90.3% repeat consistency

NO Does any analyst say "congrats" or "congratulations" to management? Air Traffic · seen in 35.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.8% of calls 99.7% repeat consistency

NO Is the word "scale" or "scaling" used as a verb? Air Traffic · seen in 22.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 22.7% of calls 97.7% repeat consistency

NO Does an analyst ask a question beginning with a number ("two questions", "three quick ones")? Air Traffic · seen in 32.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.8% of calls 88.7% repeat consistency

NO Does any analyst say "thank you" before asking their question? Air Traffic · seen in 71.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 71.4% of calls 90.4% repeat consistency

NO Does any analyst name two or more executives when asking their question? Air Traffic · seen in 35.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.1% of calls 86.9% repeat consistency

NO Does the word "outperform," "outperformance," or "beat" appear? Air Traffic · seen in 31.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.7% of calls 95.7% repeat consistency

NO Does anyone say "the environment" when describing market conditions? Air Traffic · seen in 51.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.5% of calls 83.9% repeat consistency

NO Does any executive use the word "momentum" at least twice? Air Traffic · seen in 29.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.5% of calls 97.3% repeat consistency

NO Does an executive begin an answer with "Great question," "Thanks," or "Appreciate"? Air Traffic · seen in 46% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46% of calls 88.3% repeat consistency

YES Does the CFO use the phrase "adjusted" or "non-GAAP" at least three times? Air Traffic · seen in 51.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 51.6% of calls 96.9% repeat consistency

YES Does any speaker say "thank you" more than three times? Air Traffic · seen in 78.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 78.4% of calls 80.1% repeat consistency

YES Does any speaker say "with that" as a transition phrase? Air Traffic · seen in 76.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 76.4% of calls 99% repeat consistency

YES Does anyone use the phrase "on a comparable basis" or "adjusted for"? Air Traffic · seen in 17.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 17.6% of calls 92.6% repeat consistency

YES Does any speaker say "moving to" or "turning to" when changing topics? Air Traffic · seen in 74.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 74.8% of calls 93.8% repeat consistency

YES Does any speaker say "over to you" or "I'll turn it over"? Air Traffic · seen in 79.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 79.9% of calls 81.1% repeat consistency

NO Does any speaker say "operator" aloud during the call? Air Traffic · seen in 43.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 43.9% of calls 87.6% repeat consistency

YES Does anyone repeat the same stock phrase three or more times? Anthropologist · seen in 85.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 85.4% of calls 82.7% repeat consistency

NO Does anyone use the phrase "as you know" to introduce a claim? Anthropologist · seen in 49% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 49% of calls 90.7% repeat consistency

YES Does any speaker apologize without attaching a fix to the apology? Anthropologist · seen in 21.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 21.2% of calls 85.3% repeat consistency

NO Does the call end without any closing statement from the CEO? Anthropologist · seen in 24.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.4% of calls 93% repeat consistency

NO Is there a request to move the call along or to the last question? Bankruptcy · seen in 20% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20% of calls 86.3% repeat consistency

NO Does an executive answer a question with another question? Bankruptcy · seen in 36.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.2% of calls 84.3% repeat consistency

NO Does an executive mention the weather? Bankruptcy · seen in 26.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 26.1% of calls 96% repeat consistency

NO Does anyone describe a negotiation currently in progress? Bankruptcy · seen in 31.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.5% of calls 90% repeat consistency

NO Does an executive describe a competitor with anything resembling respect? Bankruptcy · seen in 13.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.2% of calls 90% repeat consistency

NO Does the operator announce more than ten questioners in the Q&A? Clinical Trial · seen in 21.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.8% of calls 98% repeat consistency

YES Does anyone use the phrase "kind of" at least twice? Clinical Trial · seen in 75.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75.9% of calls 87.5% repeat consistency

NO Does any question include the word "color"? Clinical Trial · seen in 59.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 59.8% of calls 92.3% repeat consistency

YES Does the CEO deliver the opening remarks rather than the CFO or IR head? Clinical Trial · seen in 87% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 87% of calls 91.6% repeat consistency

NO Does anyone say "if I may" or "if you don't mind"? Clinical Trial · seen in 16.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.3% of calls 99.7% repeat consistency

NO Does any executive's first sentence include the word "revenue"? Clinical Trial · seen in 11.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.4% of calls 84.8% repeat consistency

NO Does an analyst use the word "clarification" or "clarify" in a question? Compliance · seen in 29.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.5% of calls 97.3% repeat consistency

NO Does any question contain the phrase "color on" or "some color"? Compliance · seen in 53.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53.1% of calls 86.6% repeat consistency

NO Does the operator use the phrase "our final question" before closing? Compliance · seen in 12.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.9% of calls 92.8% repeat consistency

NO Does anyone say "let me" at least three times? Compliance · seen in 32.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.5% of calls 94.8% repeat consistency

NO Does the word "aggressive" or "aggressively" appear at least once? Compliance · seen in 35.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.4% of calls 99.7% repeat consistency

NO Does an analyst ask a question referencing "the puts and takes"? Compliance · seen in 10.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.7% of calls 97.6% repeat consistency

NO Does anyone use the phrase "to be clear"? Compliance · seen in 16.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.3% of calls 97.3% repeat consistency

NO Does an analyst's question include a compliment followed by "but"? Compliance · seen in 14.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 14.1% of calls 85.6% repeat consistency

NO Does the CFO use the word "sequential" or "sequentially" at least once? Compliance · seen in 31.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.5% of calls 98.3% repeat consistency

NO Does any speaker say "with that" at least twice? Compliance · seen in 51.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.5% of calls 91.8% repeat consistency

NO Does anyone say "for the benefit of" or "just to remind" when restating context? Compliance · seen in 10.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.7% of calls 91.8% repeat consistency

NO Does anyone use the phrase "early days"? Con Artist · seen in 12.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.8% of calls 96.7% repeat consistency

NO Does the word "journey" appear? Con Artist · seen in 19.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.8% of calls 99.7% repeat consistency

NO Does the speaker describe a strategy as "disciplined" without describing any trade-off? Con Artist · seen in 23.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.1% of calls 84% repeat consistency

NO Is there an apology offered to a specific analyst by name? Con Artist · seen in 11.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.2% of calls 94.3% repeat consistency

NO Does anyone use the phrase "to be honest" or "frankly"? Couples · seen in 33.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.8% of calls 97% repeat consistency

NO Does anyone promise to "follow up" or "take that offline" and fail to commit to when? Couples · seen in 15.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.6% of calls 85.3% repeat consistency

NO Does anyone on the call interrupt a colleague mid-sentence? Couples · seen in 13.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.4% of calls 91% repeat consistency

NO Does someone use a personal anecdote rather than a metric to justify confidence? Couples · seen in 20.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.8% of calls 81.3% repeat consistency

YES Does the word "question" appear in the operator's speech more than three times? Courtroom · seen in 88.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 88.1% of calls 97.3% repeat consistency

YES Does the word "growth" appear at least ten times? Courtroom · seen in 69.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 69.4% of calls 94.3% repeat consistency

YES Does anyone use the phrase "a couple of"? Courtroom · seen in 81% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 81% of calls 93.6% repeat consistency

YES Does an analyst ask about capital allocation or buybacks? Courtroom · seen in 46.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 46.3% of calls 90.9% repeat consistency

YES Does management use the word "strong" at least three times? Courtroom · seen in 83.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 83.2% of calls 98.3% repeat consistency

NO Does an executive use the phrase "we're seeing" at least twice? Courtroom · seen in 53.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53.4% of calls 87.5% repeat consistency

YES Does the word "opportunity" appear at least three times? Courtroom · seen in 77.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 77.2% of calls 93.3% repeat consistency

NO Does management use the word "confident" or "confidence" at least twice? Courtroom · seen in 53.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53.4% of calls 96.3% repeat consistency

YES Does the phrase "record" appear at least twice in the transcript? Courtroom · seen in 34.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 34.9% of calls 93.3% repeat consistency

YES Does the word "team" appear at least twice? Courtroom · seen in 72% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 72% of calls 93.9% repeat consistency

NO Does management promise to follow up or take a question offline? Courtroom · seen in 18.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.2% of calls 85.5% repeat consistency

YES Does any speaker say "we're excited about" or "we're pleased with"? Courtroom · seen in 62% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 62% of calls 82.3% repeat consistency

NO Do two or more analysts from the same firm ask questions? Courtroom · seen in 11.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.5% of calls 96.3% repeat consistency

YES Does anyone use the phrase "moving forward" or "go forward"? Courtroom · seen in 40.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 40.7% of calls 85.5% repeat consistency

YES Does management mention a specific number of stores, locations, or markets? Courtroom · seen in 48% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 48% of calls 88.9% repeat consistency

YES Does anyone use the word "folks"? Courtroom · seen in 23.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 23.5% of calls 96.3% repeat consistency

YES Does anyone say "thank you" more than five times in total? Courtroom · seen in 87.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 87.2% of calls 88.2% repeat consistency

NO Does an executive use the phrase "we believe"? Courtroom · seen in 83.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.6% of calls 94.9% repeat consistency

YES Does the operator use the phrase "next question" at least three times? Debate · seen in 75.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75.2% of calls 97.3% repeat consistency

YES Does any analyst mention a specific percentage figure in their question? Debate · seen in 66.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 66.3% of calls 93.3% repeat consistency

YES Does the word "quarter" appear in at least ten questions or answers during the Q&A? Debate · seen in 75.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75.7% of calls 91.2% repeat consistency

YES Does at least one analyst ask a question about margins or costs? Debate · seen in 88.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 88.5% of calls 95.6% repeat consistency

YES Does the CEO answer the majority of analyst questions personally? Debate · seen in 66.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 66.9% of calls 91.6% repeat consistency

NO Does any analyst ask a question phrased as "Can you talk about" or "Can you speak to"? Debate · seen in 60% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60% of calls 89.6% repeat consistency

YES Does the CFO speak during the Q&A portion at least twice? Debate · seen in 80.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 80.6% of calls 98.3% repeat consistency

YES Does any question reference a specific quarter (e.g., "fourth quarter") by name? Debate · seen in 76.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 76.2% of calls 92.3% repeat consistency

NO Does the operator interrupt the Q&A to announce time is limited or that this will be the last question? Debate · seen in 24% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24% of calls 91.2% repeat consistency

YES Does any analyst ask a question beginning with "just" (e.g., "just curious")? Debate · seen in 77.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 77.8% of calls 82.8% repeat consistency

YES Does any analyst ask about a specific dollar amount or number stated in the prepared remarks? Debate · seen in 86.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 86.4% of calls 84.9% repeat consistency

NO Does any question begin with the words "can you" or "could you"? Debate · seen in 83.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 83.3% of calls 86.2% repeat consistency

YES Does any executive use the phrase "if you look at" during the Q&A? Debate · seen in 52.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 52.9% of calls 93.3% repeat consistency

YES Does the CFO answer at least one question without the CEO speaking first? Debate · seen in 77.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 77.5% of calls 95.3% repeat consistency

NO Does any analyst ask a question containing an explicit comparison to a competitor company? Debate · seen in 31.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.7% of calls 91.6% repeat consistency

YES Does the phrase "moving on" or "next question" come from the operator? Debate · seen in 88.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 88.4% of calls 98.3% repeat consistency

YES Does an analyst ask about capital allocation (capex, buybacks, M&A, or dividends) in one question? Debate · seen in 60.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 60.4% of calls 92% repeat consistency

YES Does the phrase "color" appear (e.g., "add some color") in the transcript? Debate · seen in 75.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75.2% of calls 98.6% repeat consistency

NO Does the word "guidance" appear at least five times in the transcript? Debate · seen in 47.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.3% of calls 93.3% repeat consistency

NO Does any question contain the word "why"? Debate · seen in 36.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.3% of calls 96.9% repeat consistency

YES Does any speaker say "I think" at least three times within a single answer? Debate · seen in 65.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 65.8% of calls 93% repeat consistency

YES Does any executive begin an answer by restating the analyst's name? Debate · seen in 85.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 85.1% of calls 93.6% repeat consistency

NO Does any executive's answer exceed 300 words in the transcript? Debate · seen in 68% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68% of calls 85.5% repeat consistency

YES Does the CEO answer the first analyst question personally? Debate · seen in 65.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 65.9% of calls 97% repeat consistency

YES Does the word "obviously" appear in the transcript? Debate · seen in 74.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 74.1% of calls 89.7% repeat consistency

YES Does the transcript contain the word "margin" more than ten times? Debate · seen in 44.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 44.3% of calls 91.3% repeat consistency

YES Does an executive begin an answer with "So" as the first word? Debate · seen in 68.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 68.4% of calls 83.6% repeat consistency

NO Does the phrase "if I may" or "if I could" appear? Debate · seen in 32% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32% of calls 95.3% repeat consistency

NO Does any executive say "let me" at least once? Debate · seen in 66.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.1% of calls 94.5% repeat consistency

NO Does any question contain the word "specifically"? Debate · seen in 28.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.6% of calls 90% repeat consistency

NO Does management use the word "momentum" at least twice? Debate · seen in 31.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.7% of calls 96.6% repeat consistency

YES Does management mention "margin" or "margins" in prepared remarks? Debate · seen in 75.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75.1% of calls 96.6% repeat consistency

NO Is the word "definitely" used by any speaker? Debate · seen in 41.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.6% of calls 98.7% repeat consistency

YES Does the word "seasonality" appear? Debate · seen in 27.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 27.1% of calls 99.7% repeat consistency

YES Does anyone use the word "robust" to describe demand, growth, or the pipeline? Debate · seen in 33% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 33% of calls 94% repeat consistency

NO Does anyone use the word "leverage" as a verb at least once? Debate · seen in 48.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 48.9% of calls 97.3% repeat consistency

YES Does any executive use the word "team" when referring to employees? Debate · seen in 80.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 80.8% of calls 95.2% repeat consistency

NO Does any executive say "that said" or "having said that" to introduce a caveat? Debate · seen in 29.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.3% of calls 95.3% repeat consistency

NO Does an analyst's question include the phrase "going forward"? Debate · seen in 20.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.6% of calls 83.5% repeat consistency

NO Does an executive say "great question" at any point? Debate · seen in 20.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.2% of calls 99.7% repeat consistency

YES Does anyone say "we remain confident" or "we are confident"? Debate · seen in 42.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 42.2% of calls 93% repeat consistency

NO Does any executive say "thank you" immediately after finishing an answer? Debate · seen in 47.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.4% of calls 85.2% repeat consistency

YES Does an executive cite a specific dollar figure greater than one billion? Discovery · seen in 71% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 71% of calls 97.6% repeat consistency

YES Does any analyst's question contain the word "curious"? Discovery · seen in 57.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 57.5% of calls 99% repeat consistency

YES Does an analyst reference a specific prior quarter by name (e.g., "last quarter")? Discovery · seen in 63% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 63% of calls 82.5% repeat consistency

NO Does any speaker say "obviously" two or more times? Discovery · seen in 61.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.8% of calls 88.7% repeat consistency

YES Does any analyst ask a follow-up in the same turn after their first answer? Discovery · seen in 86.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 86.2% of calls 91.9% repeat consistency

YES Does any analyst ask about a specific geographic region or market? Discovery · seen in 70.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 70.6% of calls 91.4% repeat consistency

NO Does any analyst ask a question that includes the phrase "long term" or "long-term"? Discovery · seen in 34.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.7% of calls 82.5% repeat consistency

YES Does the word "margin" or "margins" appear at least five times? Discovery · seen in 63.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 63.4% of calls 94.3% repeat consistency

YES Does the word "opportunity" or "opportunities" appear at least three times? Discovery · seen in 76.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 76.7% of calls 95.2% repeat consistency

NO Does an executive say "we'll come back to that" or defer an answer to a follow-up? Discovery · seen in 37.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.3% of calls 86.5% repeat consistency

NO Does anyone say "thank you" three or more times in the Q&A section? Discovery · seen in 82.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 82.3% of calls 85.2% repeat consistency

NO Does the CFO use the phrase "free cash flow" at least once? Discovery · seen in 34.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.4% of calls 98% repeat consistency

NO Does any executive use the word "momentum"? Discovery · seen in 51.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.2% of calls 97.6% repeat consistency

YES Does the CEO mention at least one specific customer segment by name (e.g., "enterprise")? Discovery · seen in 70.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 70.6% of calls 86.2% repeat consistency

NO Does the phrase "take your question" or "take the question" appear? Discovery · seen in 23.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.7% of calls 81.5% repeat consistency

NO Does any analyst introduce themselves by name before asking their first question? Discovery · seen in 27.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.2% of calls 95.5% repeat consistency

YES Does anyone say "including" at least three times? Discovery · seen in 68.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 68.3% of calls 85.6% repeat consistency

NO Does management reference "the macro environment" or "macroeconomic" at least once? Discovery · seen in 25.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.5% of calls 97.6% repeat consistency

YES Does any executive reference "our team" or "the team" at least twice? Discovery · seen in 59.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 59.5% of calls 88.7% repeat consistency

NO Does the operator announce more than one analyst from the same firm? Discovery · seen in 15% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15% of calls 98.3% repeat consistency

NO Does any prepared remark mention "headwinds" or "tailwinds"? Discovery · seen in 33.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.1% of calls 94.8% repeat consistency

NO Does any speaker say "with that, I'll turn it over"? Discovery · seen in 55.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 55.8% of calls 83.5% repeat consistency

NO Does the CFO use the phrase "capital allocation"? Discovery · seen in 15.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.3% of calls 99% repeat consistency

NO Does an executive decline to answer, citing that something will come later or is not disclosed? Editor · seen in 77.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 77.3% of calls 92.9% repeat consistency

NO Does an analyst ask a two-part question containing the word "but"? Editor · seen in 74.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.2% of calls 83.3% repeat consistency

YES Does anyone ask a follow-up question in the same turn after their first question is answered? Editor · seen in 87.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 87.8% of calls 92.9% repeat consistency

YES Does anyone answer "yes" or "no" as the first word of a response? Editor · seen in 83.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 83.2% of calls 90.3% repeat consistency

NO Does anyone say "thank you" at least ten times in the transcript? Editor · seen in 73.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 73.2% of calls 81.8% repeat consistency

YES Does an executive use the phrase "if you look at" at least twice? Editor · seen in 36.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 36.2% of calls 89.9% repeat consistency

NO Does any analyst begin their question with "Hi" or "Hello" as a greeting? Editor · seen in 60.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.1% of calls 95.6% repeat consistency

NO Does anyone say "we are excited about" without naming a number? Editor · seen in 38.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 38.7% of calls 92.3% repeat consistency

NO Does an analyst reference a peer company's results or valuation? Editor · seen in 21.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.4% of calls 88% repeat consistency

NO Does any speaker use the phrase "just to clarify" or "just to be clear"? Editor · seen in 20.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.3% of calls 95.3% repeat consistency

NO Does management use the word "headwind" or "headwinds"? Editor · seen in 42.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 42.1% of calls 97.6% repeat consistency

NO Does any speaker use the word "tailwind" or "tailwinds"? Editor · seen in 27.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.3% of calls 99.7% repeat consistency

NO Does any speaker use the word "momentum"? Editor · seen in 52.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.8% of calls 98.7% repeat consistency

NO Does the word "investments" appear in the context of margins or costs? Editor · seen in 40.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.8% of calls 88% repeat consistency

YES Does anyone mention "FX" or "foreign exchange"? Editor · seen in 27.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 27.4% of calls 98.7% repeat consistency

YES Does the word "efficiency" or "productivity" appear at least twice? Editor · seen in 47.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 47.4% of calls 96% repeat consistency

NO Does an analyst thank the executives or congratulate them before asking a question? Editor · seen in 74.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.7% of calls 91.9% repeat consistency

NO Does an executive say "great question" or "thanks for the question"? Editor · seen in 40.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.2% of calls 89.9% repeat consistency

NO Does an executive say "as we said last quarter" or reference a prior call? Editor · seen in 72.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.2% of calls 83.3% repeat consistency

NO Does the phrase "going forward" appear at least twice? Editor · seen in 30.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 30.1% of calls 88.2% repeat consistency

NO Does management use the word "levers" when discussing actions? Editor · seen in 13% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13% of calls 95% repeat consistency

YES Does management thank analysts by name at any point after a question? Editor · seen in 58.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 58.8% of calls 87.5% repeat consistency

NO Does anyone say "we'll take that offline" or offer to follow up after the call? Editor · seen in 15.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.3% of calls 86.5% repeat consistency

NO Does management use the word "committed" regarding a target? Editor · seen in 33.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.2% of calls 91% repeat consistency

NO Does the CEO's prepared remarks mention "macro" or "macroeconomic"? Editor · seen in 19.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.5% of calls 98.3% repeat consistency

NO Does anyone use the phrase "the vast majority"? Editor · seen in 16.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.3% of calls 99.7% repeat consistency

YES Does the word "temporary" or "transitory" appear? Editor · seen in 18.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 18.6% of calls 97.3% repeat consistency

NO Is an analyst's question answered with "great question" or similar? Editor · seen in 28.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.9% of calls 88.6% repeat consistency

YES Is there a questioner from an investment bank other than the first three analysts who ask questions? Fact Checker · seen in 80.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 80.1% of calls 98% repeat consistency

YES Does any analyst ask a question that includes a reference to a specific dollar figure? Fact Checker · seen in 64.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 64.9% of calls 93.6% repeat consistency

NO Does anyone say "thank you" at least ten times across the call? Fact Checker · seen in 67.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 67.1% of calls 81.1% repeat consistency

NO Does the phrase "thank you for taking my question" or "thanks for taking my question" appear? Fact Checker · seen in 50.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.4% of calls 94.9% repeat consistency

YES Does any analyst's first sentence contain a compliment or thanks before asking their question? Fact Checker · seen in 81.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 81.3% of calls 97.3% repeat consistency

YES Does the CFO present in both the prepared remarks and the Q&A portion of the call? Fact Checker · seen in 84.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 84.1% of calls 98% repeat consistency

YES Does the CEO personally deliver the closing remarks of the call? Fact Checker · seen in 68.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 68.9% of calls 95.3% repeat consistency

NO Does the CEO's prepared remarks contain the word "team" at least twice? Fact Checker · seen in 40.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.9% of calls 91.6% repeat consistency

YES Does any speaker use the phrase "moving on" or "with that" to transition between topics? Fact Checker · seen in 80.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 80.9% of calls 95.3% repeat consistency

YES Does the phrase "in terms of" appear at least twice? Forensic · seen in 84.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 84.8% of calls 94% repeat consistency

NO First-person singular ("I believe," "I think") used more by the CFO than the CEO. Forensic · seen in 13.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.5% of calls 89% repeat consistency

YES A single question receives answers from two different executives. Forensic · seen in 83.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 83.4% of calls 97.7% repeat consistency

YES A hedge word ("maybe," "sort of") appears inside a direct quantitative claim. Forensic · seen in 78.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 78.4% of calls 81% repeat consistency

YES Does any speaker use the word "obviously"? Forensic · seen in 81.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 81.7% of calls 95% repeat consistency

NO Does the word "guidance" appear in both prepared remarks and the Q&A section? Forensic · seen in 50% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50% of calls 93% repeat consistency

YES Does any executive defer a question to another executive by name? Forensic · seen in 61.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 61.6% of calls 95.3% repeat consistency

NO Someone uses the word "honestly," "frankly," or "to be clear." Forensic · seen in 44.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 44.9% of calls 96% repeat consistency

YES Does anyone use the word "ecosystem" or "platform" without a number attached? Forensic · seen in 60.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 60.6% of calls 98.7% repeat consistency

NO Does the transcript contain the word "certainly" three or more times? Forensic · seen in 34.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.5% of calls 93% repeat consistency

YES Does anyone begin an answer by restating or paraphrasing the analyst's name? Forensic · seen in 76.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 76.6% of calls 89% repeat consistency

NO Does an analyst reference a competitor by name during their question? Forensic · seen in 24.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.2% of calls 92.3% repeat consistency

NO Does a speaker say "let me" at least twice in the transcript? Forensic · seen in 49.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 49.3% of calls 93.7% repeat consistency

YES The transcript contains an apology unrelated to financial results. Forensic · seen in 39.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 39.5% of calls 86% repeat consistency

NO The word "challenge" is spoken more often than "opportunity." Forensic · seen in 14.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 14.7% of calls 93% repeat consistency

YES Does the word "seasonality" or "seasonal" appear? Forensic · seen in 44.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 44.7% of calls 99.3% repeat consistency

NO The phrase "as you know" appears at least twice. Forensic · seen in 27.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.8% of calls 89% repeat consistency

NO Does any speaker use the word "challenge" or "challenges" at least three times? Forensic · seen in 18.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.3% of calls 86% repeat consistency

NO Does anyone mention "weather" as a factor affecting results? Forensic · seen in 19.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.1% of calls 95.7% repeat consistency

NO Does an executive say "thank you" to the analyst before answering a question? Forensic · seen in 46.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46.7% of calls 81.9% repeat consistency

NO Does any speaker say "great question" or similar praise of a question? Forensic · seen in 37.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.4% of calls 96.3% repeat consistency

YES The final question is answered noticeably shorter than the opening ones. Forensic · seen in 37.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 37.3% of calls 81% repeat consistency

YES Does anyone say "we remain" followed by a verb (e.g., "we remain committed")? Forensic · seen in 36% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 36% of calls 82.6% repeat consistency

NO Does an executive cite a conversation with a customer that has no verifiable specificity (unnamed, undated, unquantified)? Historian · seen in 48.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 48.9% of calls 82% repeat consistency

NO Does the transcript contain a sentence that begins with "What I would say is"? Historian · seen in 10.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.3% of calls 95.3% repeat consistency

YES Does any question mention a specific percentage or dollar figure? Hostage · seen in 88.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 88.5% of calls 93.9% repeat consistency

YES Does the CEO personally answer more questions than any other executive? Hostage · seen in 72.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 72.7% of calls 93.9% repeat consistency

NO Does the operator say "our final question" or similar? Hostage · seen in 18.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.1% of calls 92.3% repeat consistency

NO Does the word "opportunity" or "opportunities" appear at least five times? Hostage · seen in 58.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58.7% of calls 92.3% repeat consistency

NO Does the word "clearly" appear at least twice? Hostage · seen in 24.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.8% of calls 92.3% repeat consistency

NO Does the word "leverage" appear as a verb at least twice? Hostage · seen in 26.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 26.5% of calls 94.3% repeat consistency

YES Does any analyst's first name get used by an executive when thanking them? Hostage · seen in 57.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 57.8% of calls 85.2% repeat consistency

NO Does the operator announce more than five questioners? Insurance · seen in 64.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 64.7% of calls 99% repeat consistency

YES Are there more than ten analyst questions in total? Insurance · seen in 79.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 79.4% of calls 92.9% repeat consistency

NO Does the operator use the phrase "our next question comes from" more than three times? Insurance · seen in 52.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.3% of calls 80.4% repeat consistency

NO Are the CEO's prepared remarks longer than the CFO's, judged by speaker turns on the transcript page? Insurance · seen in 68.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.2% of calls 84.5% repeat consistency

NO Does management say "we are not going to comment on" or equivalent refusal language? Insurance · seen in 40.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.6% of calls 83.3% repeat consistency

NO Executive corrects an analyst's premise. Insurance · seen in 60% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60% of calls 80.3% repeat consistency

YES Does the CFO's prepared section exceed the CEO's in number of paragraphs? Insurance · seen in 38% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 38% of calls 86.5% repeat consistency

YES Does the CEO personally answer more than half of the analyst questions? Insurance · seen in 64.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 64.9% of calls 92.1% repeat consistency

NO Does any analyst mention the word "margin" in their first question? Insurance · seen in 39.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 39.4% of calls 93.8% repeat consistency

NO Executive uses the word "excited" more than twice. Insurance · seen in 27.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.7% of calls 92.3% repeat consistency

YES Does any analyst ask a multi-part question containing three or more distinct questions? Insurance · seen in 82% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 82% of calls 87.3% repeat consistency

YES Does the word "guidance" appear at least three times? Insurance · seen in 58.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 58.2% of calls 94% repeat consistency

NO Does any analyst ask a two-part question signaled by "and also" or "and secondly"? Insurance · seen in 46.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46.5% of calls 84.2% repeat consistency

YES Does an analyst begin with a compliment, such as "great quarter" or "congrats"? Insurance · seen in 41.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 41.4% of calls 93.9% repeat consistency

NO Does an executive say "we said" when recalling prior statements? Insurance · seen in 47.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.7% of calls 89.7% repeat consistency

NO Does any analyst begin their turn with "thanks" or "thank you"? Insurance · seen in 71.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 71.8% of calls 89.9% repeat consistency

NO Does the word "headwind" or "tailwind" appear at least twice? Insurance · seen in 36.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.1% of calls 98.3% repeat consistency

NO Does the word "synergies" appear? Insurance · seen in 19.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.8% of calls 99% repeat consistency

NO Does any analyst address a question to two or more executives by name? Insurance · seen in 33.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.6% of calls 86.6% repeat consistency

YES Does the word "capital" appear at least five times? Insurance · seen in 53.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 53.8% of calls 93.3% repeat consistency

NO Does any executive say "we feel" rather than "we believe" or "we think"? Insurance · seen in 58.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58.2% of calls 95.7% repeat consistency

NO Does the word "capital" appear in at least three different speakers' turns? Insurance · seen in 37.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.7% of calls 90.4% repeat consistency

NO Does an executive use the phrase "over time" at least twice? Insurance · seen in 24.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.7% of calls 94.3% repeat consistency

YES Does an executive say "as I mentioned" or "as we said" at least once? Insurance · seen in 75.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75.9% of calls 87.2% repeat consistency

YES Does the CEO open the call before any analyst questions by mentioning the macro environment? Insurance · seen in 32% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 32% of calls 87% repeat consistency

YES Does anyone say "we are pleased" or "we're excited"? Insurance · seen in 75% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75% of calls 94.3% repeat consistency

NO Does anyone use the word "leverage" (financial or metaphorical)? Insurance · seen in 72.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.8% of calls 95.7% repeat consistency

NO Does an analyst thank management before asking their question? Insurance · seen in 60.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.9% of calls 82.3% repeat consistency

NO Is the word "automation" or "productivity" used at least once? Insurance · seen in 37.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.9% of calls 99% repeat consistency

NO Does the word "uncertainty" or "uncertainties" appear at least twice? Insurance · seen in 37.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.8% of calls 95% repeat consistency

NO Does the phrase "year over year" appear at least three times? Insurance · seen in 46% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46% of calls 90.6% repeat consistency

NO Does management use the word "leverage" or "leveraging" at least twice? Insurance · seen in 51.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.1% of calls 94.6% repeat consistency

NO Currency headwinds mentioned unprompted. Insurance · seen in 29.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.3% of calls 97% repeat consistency

NO Is the phrase "a number of" used at least once? Insurance · seen in 67.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 67.1% of calls 94.6% repeat consistency

YES Does anyone use the phrase "best-in-class" or "industry-leading"? Insurance · seen in 27.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 27.3% of calls 100% repeat consistency

NO Does the word "momentum" appear at least twice in prepared remarks? Insurance · seen in 21.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.7% of calls 94.3% repeat consistency

NO Is the phrase "on a constant currency basis" or similar currency adjustment used? Insurance · seen in 20.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.6% of calls 97% repeat consistency

NO Does an analyst's question include the phrase "just to clarify"? Insurance · seen in 10.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.1% of calls 94.3% repeat consistency

YES Does the phrase "the team" appear at least twice in management remarks? Insurance · seen in 41.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 41.2% of calls 80.5% repeat consistency

NO Does any speaker say "so clearly" or "quite frankly"? Insurance · seen in 18% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18% of calls 90.2% repeat consistency

NO Does management use the phrase "we believe" at least three times? Insurance · seen in 54% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 54% of calls 92.3% repeat consistency

NO Speaker says "we don't guide" on anything. Insurance · seen in 16.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.5% of calls 91.7% repeat consistency

YES Does the CFO use the word "quarter" at least ten times? Insurance · seen in 74.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 74.6% of calls 90.7% repeat consistency

YES Does any speaker say "thank you" more than five times in total? Insurance · seen in 81.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 81.2% of calls 83.8% repeat consistency

NO Does the word "macro" or "macroeconomic" appear at least twice in the call? Insurance · seen in 23.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.1% of calls 99.3% repeat consistency

YES Does the transcript contain the word "typically" at least twice? Insurance · seen in 17.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 17.4% of calls 92.6% repeat consistency

NO Does an executive state they will "come back to" a question or follow up later? Insurance · seen in 13.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.4% of calls 89.7% repeat consistency

YES Does management thank analysts for their questions at any point during Q&A? Insurance · seen in 59.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 59.8% of calls 82.5% repeat consistency

NO Speaker admits being surprised by anything. Insurance · seen in 28.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.1% of calls 86% repeat consistency

NO Does any speaker use the phrase "going forward"? Insurance · seen in 61.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.4% of calls 88% repeat consistency

NO Does management use the phrase "going forward" at least twice? Insurance · seen in 24.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.9% of calls 84.2% repeat consistency

NO Does anyone say "stability" or "stable" when describing demand? Insurance · seen in 23.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.6% of calls 89.6% repeat consistency

NO Word "normal" used about demand. Insurance · seen in 29.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.3% of calls 86.3% repeat consistency

NO Does an executive say "stay tuned" or "more to come"? Insurance · seen in 11.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.7% of calls 99% repeat consistency

NO Does management describe a cost program, restructuring, or efficiency initiative by a proper name? Insurance · seen in 16.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.8% of calls 94% repeat consistency

NO Does the CFO's prepared section mention interest expense by name or figure? Insurance · seen in 31.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.7% of calls 97.7% repeat consistency

NO Does the word "volatility" appear? Insurance · seen in 28.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.6% of calls 99.3% repeat consistency

NO Executive mentions a hobby or personal anecdote. Insurance · seen in 16.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.7% of calls 88% repeat consistency

YES Does the word "pipeline" appear without a dollar figure attached? Insurance · seen in 55.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 55.3% of calls 99% repeat consistency

NO Does the phrase "the macro" or "macro environment" appear? Insurance · seen in 19.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.7% of calls 93.6% repeat consistency

NO Does the phrase "our team" appear at least twice? Insurance · seen in 32.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.9% of calls 85.5% repeat consistency

NO Does an executive say "great question" or "good question" at least twice? Insurance · seen in 15% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15% of calls 97% repeat consistency

YES Does any speaker say "we remain" followed by an adjective? Insurance · seen in 53.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 53.5% of calls 93.3% repeat consistency

YES Does management thank analysts by name when responding? Insurance · seen in 52.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 52.9% of calls 83.5% repeat consistency

NO Is the word "flexibility" or "flexible" used at least once? Insurance · seen in 44.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 44.4% of calls 99.7% repeat consistency

NO Does anyone say "takeaway," "take out," or "take rate"? Insurance · seen in 17.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.8% of calls 95% repeat consistency

NO Analyst compliments the team before asking a question. Insurance · seen in 17.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.4% of calls 80.3% repeat consistency

YES Does any speaker use "we're" where "we are" could substitute, more than twenty times overall? Interrogator · seen in 61.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 61.9% of calls 83.8% repeat consistency

NO Does any analyst reference the CEO or CFO by first name? Interrogator · seen in 79.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 79.6% of calls 93.8% repeat consistency

NO Does anyone say "obviously" at least three times? Interrogator · seen in 43.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 43.3% of calls 86.9% repeat consistency

NO Does anyone use the word "pipeline" at least twice? Interrogator · seen in 37.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.8% of calls 98.3% repeat consistency

NO Does anyone say "moving on" or "let me turn it over" during prepared remarks? Interrogator · seen in 36% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36% of calls 88.3% repeat consistency

YES Does an analyst ask a question starting with "just"? Linguist · seen in 72.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 72.9% of calls 81.8% repeat consistency

NO Does anyone say "headwind" or "headwinds" more than once? Linguist · seen in 27.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.7% of calls 97.6% repeat consistency

NO Does an analyst use the phrase "to clarify"? Linguist · seen in 17.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.1% of calls 92.4% repeat consistency

NO Does any executive use the phrase "year over year" at least three times? Linguist · seen in 41.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.8% of calls 91.8% repeat consistency

NO Does an executive cite a conversation with a customer, partner, or employee as evidence? Military · seen in 53% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 53% of calls 84.3% repeat consistency

NO Does any question go to a named executive other than the CEO or CFO? Military · seen in 32.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.5% of calls 85.7% repeat consistency

NO Does an executive say "to be clear" or "let me be clear"? Military · seen in 13.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.8% of calls 96% repeat consistency

NO Does anyone mention a competitor by name without being prompted? Military · seen in 17% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17% of calls 91.7% repeat consistency

NO Is there a question that management declines to answer directly, citing timing or disclosure constraints? Negotiation · seen in 71.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 71.2% of calls 88% repeat consistency

YES Does any question explicitly reference the company's prior guidance or outlook? Negotiation · seen in 80% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 80% of calls 91.7% repeat consistency

YES Does any speaker say "next question" or does the operator use the word "final" before the last question? Negotiation · seen in 76.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 76.1% of calls 81.7% repeat consistency

NO Does the word "invest" or "investment" appear at least five times in the transcript? Negotiation · seen in 62% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 62% of calls 92% repeat consistency

NO Does the CFO handle a strategic question instead of a financial one? Negotiation · seen in 58.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 58.9% of calls 86.3% repeat consistency

YES Does an analyst flatter management within their first sentence of speaking? Negotiation · seen in 46.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 46.6% of calls 90.7% repeat consistency

NO Does an analyst ask two questions when told to ask only one? Negotiation · seen in 15.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.2% of calls 88.3% repeat consistency

NO Does anyone use the phrase "underlying" to modify a business metric? Negotiation · seen in 38.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 38.3% of calls 94.7% repeat consistency

YES Does anyone say "excited" or "pleased" at least twice in the transcript? Negotiation · seen in 70.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 70.6% of calls 97% repeat consistency

NO Does the word "guidance" appear in the prepared remarks (not just Q&A)? Negotiation · seen in 64% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 64% of calls 98.7% repeat consistency

YES Is the word "margin" used with a number attached (e.g., "400 basis points")? Negotiation · seen in 66.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 66.7% of calls 93.3% repeat consistency

YES Does the transcript contain the word "record" preceding a noun (e.g., "record margin")? Negotiation · seen in 40.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 40.6% of calls 97.3% repeat consistency

YES Does an executive answer a question by citing a competitor's actions? Negotiation · seen in 36.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 36.3% of calls 88% repeat consistency

NO Does the word "macro" or "macroeconomic" appear in the transcript? Negotiation · seen in 39.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 39.9% of calls 99.3% repeat consistency

NO Does the word "challenges" appear more than once? Negotiation · seen in 21.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.8% of calls 92.7% repeat consistency

NO Does the CEO begin an answer with "look" or "listen"? Negotiation · seen in 21.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.3% of calls 94.7% repeat consistency

NO Does the word "inflation" appear anywhere in the transcript? Negotiation · seen in 36.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.9% of calls 98% repeat consistency

NO Is there a pause or silence acknowledged on the call ("I think we lost you")? Negotiation · seen in 19.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.2% of calls 87.7% repeat consistency

NO Does an executive name a specific competitor during the call? Negotiation · seen in 24.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.5% of calls 90.7% repeat consistency

NO Does the word "challenges" appear at least three times in the transcript? Negotiation · seen in 12.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.3% of calls 93.3% repeat consistency

NO Does anyone say "we don't break that out" in response to a question? Negotiation · seen in 10.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.7% of calls 94.3% repeat consistency

NO Does anyone describe a metric as "noisy" or "lumpy"? Negotiation · seen in 15.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.6% of calls 95.7% repeat consistency

NO Does an executive mention a specific number of percentage points when discussing market share? Negotiation · seen in 14.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 14.7% of calls 96.7% repeat consistency

NO Does a speaker correct a figure they themselves just stated? Negotiation · seen in 23.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.8% of calls 84% repeat consistency

NO Does the CEO refer to a competitor by name rather than "competition" or "peers"? Negotiation · seen in 18.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.8% of calls 91.3% repeat consistency

NO Does the CEO mention their own tenure or years of experience unprompted? Negotiation · seen in 19.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.9% of calls 97% repeat consistency

YES Does anyone use the phrase "the team" when taking ownership would be natural? Poker · seen in 42.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 42.5% of calls 81% repeat consistency

NO Does anyone blame weather, holidays, or calendar quirks unprompted? Poker · seen in 35.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 35.6% of calls 83% repeat consistency

NO Does anyone cite a personal anecdote involving a customer conversation? Poker · seen in 16.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.6% of calls 81.7% repeat consistency

YES Does anyone use the phrase "a little bit"? Private Credit · seen in 87.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 87.3% of calls 96% repeat consistency

YES Is the CFO the speaker for at least one analyst question? Private Credit · seen in 87.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 87.8% of calls 99% repeat consistency

YES Does the word "guidance" appear in the transcript? Private Credit · seen in 78.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 78.7% of calls 97.3% repeat consistency

NO Does anyone say "we're excited" or "we are excited"? Private Credit · seen in 49.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 49.5% of calls 93.7% repeat consistency

YES Does the word "dividend" appear? Private Credit · seen in 45.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 45.5% of calls 98.7% repeat consistency

YES Is the word "invest" or "investment" used more than twice? Private Credit · seen in 75% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75% of calls 95.3% repeat consistency

YES Does the word "invest" or "investment" appear at least twice? Private Credit · seen in 85.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 85.8% of calls 96.7% repeat consistency

NO Does anyone cite a percentage of revenue from a specific segment? Private Credit · seen in 40.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.3% of calls 92.6% repeat consistency

NO Does the word "challenge" or "challenging" appear at least once? Private Credit · seen in 68.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 68.6% of calls 97.3% repeat consistency

NO Does anyone describe cutting discretionary spending like travel or hiring? Private Credit · seen in 13.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.8% of calls 94.3% repeat consistency

NO Does the phrase "year over year" appear? Private Credit · seen in 72.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.9% of calls 96% repeat consistency

YES Does the word "liquidity" appear at least once? Private Credit · seen in 34.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 34.7% of calls 99.7% repeat consistency

YES Does the transcript mention refinancing, maturity dates, or debt coming due? Private Credit · seen in 32% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 32% of calls 95% repeat consistency

YES Does anyone mention selling assets, real estate, or equipment to raise cash? Private Credit · seen in 24.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 24.2% of calls 90.7% repeat consistency

NO Does anyone reference "the macro" or "macro environment"? Private Credit · seen in 26.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 26.5% of calls 91% repeat consistency

NO Is the word "capacity" mentioned? Private Credit · seen in 55.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 55.7% of calls 100% repeat consistency

NO Does anyone use the phrase "our customers" rather than naming a customer? Private Credit · seen in 60.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 60.7% of calls 95% repeat consistency

NO Does the transcript include a question about interest expense or debt service? Private Credit · seen in 10.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.7% of calls 95.3% repeat consistency

NO Does the phrase "working capital" appear in a context other than a seasonality excuse? Private Credit · seen in 25.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.7% of calls 98% repeat consistency

YES Does management thank analysts at any point? Private Credit · seen in 84.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 84.9% of calls 84.3% repeat consistency

NO Does anyone reference borrowing from a bank or drawing on a credit facility? Private Credit · seen in 32.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.6% of calls 87.7% repeat consistency

YES Does the word "cost" appear in the first ten sentences of prepared remarks? Private Credit · seen in 23.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 23.8% of calls 85.3% repeat consistency

YES Does an executive say "we remain confident" or similar? Private Credit · seen in 35.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 35.8% of calls 82.6% repeat consistency

NO Does anyone mention covenants, amendments to loan documents, or lender conversations? Private Credit · seen in 11.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.6% of calls 95.7% repeat consistency

YES Does anyone say "with that" or "that said" to pivot? Private Credit · seen in 81.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 81.4% of calls 96.7% repeat consistency

NO Does an executive open their first answer by thanking the analyst? Private Credit · seen in 37.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.1% of calls 94.6% repeat consistency

NO Does any analyst's question include the word "capex" or "cash flow"? Procurement · seen in 38.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 38.5% of calls 94.5% repeat consistency

NO Does the word "headline" or "headwinds" appear at least once? Procurement · seen in 43.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 43.1% of calls 95.9% repeat consistency

YES Does the word "core" appear at least twice? Procurement · seen in 44% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 44% of calls 97.6% repeat consistency

NO Does an analyst's turn contain the word "congratulations"? Procurement · seen in 20.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.2% of calls 97.6% repeat consistency

NO Does any analyst ask a question containing "how" and also "why"? Procurement · seen in 11.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.3% of calls 94.5% repeat consistency

NO Does any executive say "as we mentioned" or "as I mentioned" at least once? Procurement · seen in 66.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 66.3% of calls 89.7% repeat consistency

NO Are there more than eight analyst questioners? Project · seen in 37.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.5% of calls 99.7% repeat consistency

YES Does any analyst's question include a percentage figure? Project · seen in 69.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 69.1% of calls 91.1% repeat consistency

YES Does any analyst's question contain the word "guidance"? Project · seen in 54.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 54.3% of calls 92.4% repeat consistency

NO Does the CFO's prepared remarks exceed 1,000 words? Project · seen in 40.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 40.9% of calls 89.3% repeat consistency

YES Does any speaker say "if you look at"? Project · seen in 54.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 54.1% of calls 89.3% repeat consistency

YES Does the CEO personally answer the first question? Project · seen in 69.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 69.3% of calls 92.4% repeat consistency

NO Does any speaker use the phrase "tailwind" or "tailwinds"? Project · seen in 27.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.3% of calls 99.7% repeat consistency

YES Does management use the phrase "balance sheet" at least twice? Project · seen in 41.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 41.1% of calls 96.6% repeat consistency

YES Does the CEO make closing remarks after the Q&A ends? Project · seen in 64.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 64.8% of calls 96.2% repeat consistency

NO Does any speaker say "structurally" or "secular"? Project · seen in 13% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13% of calls 97.9% repeat consistency

NO Does the operator say "our next question" two or more times? Scientist · seen in 73.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 73.5% of calls 85.6% repeat consistency

NO Does the final questioner get an explicit closing acknowledgment from the operator ("last question" or similar)? Scientist · seen in 25.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.7% of calls 95.2% repeat consistency

NO Does management use the phrase "business as usual" or "as expected" at least once? Scientist · seen in 23.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.9% of calls 94.2% repeat consistency

NO Does an analyst preface a question with "quick" or "quickly"? Screenwriter · seen in 56% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 56% of calls 99% repeat consistency

YES Does an executive state a specific numeric percentage when answering a question? Screenwriter · seen in 86.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 86.7% of calls 97.9% repeat consistency

YES Does anyone say "in terms of" at least twice? Screenwriter · seen in 84.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 84.8% of calls 94% repeat consistency

NO Is there a question that clearly annoyed the executive, visible in the reply's abruptness? Screenwriter · seen in 27.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.1% of calls 85.3% repeat consistency

YES Does the word "guidance" appear in the Q&A section? Screenwriter · seen in 66.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 66.6% of calls 93.1% repeat consistency

YES Does the word "strong" appear more than five times? Screenwriter · seen in 64.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 64.9% of calls 91.3% repeat consistency

NO Does the phrase "thank you" appear more than ten times? Screenwriter · seen in 62.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 62.8% of calls 80.9% repeat consistency

YES Does an analyst ask a question containing the word "margin"? Screenwriter · seen in 60.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 60.2% of calls 93.6% repeat consistency

NO Does management use the word "guidance" at least twice? Screenwriter · seen in 65.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 65.8% of calls 95.5% repeat consistency

NO Does the phrase "thank you" appear at least ten times anywhere in the transcript? Screenwriter · seen in 72.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 72.8% of calls 83.2% repeat consistency

YES Does an executive begin an answer by restating the analyst's name? Screenwriter · seen in 85.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 85.3% of calls 97% repeat consistency

YES Does any analyst ask about capital allocation or share repurchases? Screenwriter · seen in 42.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 42.2% of calls 93.1% repeat consistency

NO Does the word "challenge" or "challenging" appear at least twice? Screenwriter · seen in 47.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 47.8% of calls 95.2% repeat consistency

YES Does the word "opportunity" or "opportunities" appear more than three times? Screenwriter · seen in 66.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 66.5% of calls 93.3% repeat consistency

YES Is there a villain—market conditions, regulation, currency—that behaves consistently across the call? Screenwriter · seen in 83.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 83.3% of calls 86.3% repeat consistency

NO Does the word "challenging" appear? Screenwriter · seen in 41.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.6% of calls 98.3% repeat consistency

YES Does the word "certainly" appear at least once in management's answers? Screenwriter · seen in 59.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 59.3% of calls 95.9% repeat consistency

NO Does any analyst ask a personal, warm, or congratulatory question? Screenwriter · seen in 49.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 49.4% of calls 92.3% repeat consistency

YES Does the phrase "capital" appear at least five times? Screenwriter · seen in 50.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 50.3% of calls 92.1% repeat consistency

YES Does an analyst ask a question the prepared remarks already answered? Screenwriter · seen in 86.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 86.1% of calls 82.7% repeat consistency

YES Does the word "quarter" appear at least twenty times? Screenwriter · seen in 84.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 84.4% of calls 90.4% repeat consistency

YES Does any single analyst ask more than two questions during the whole call? Screenwriter · seen in 86.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 86.6% of calls 89.7% repeat consistency

YES Does the phrase "on a year-over-year basis" or "year over year" appear at least twice? Screenwriter · seen in 60.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 60.1% of calls 89.3% repeat consistency

NO Is the word "headwinds" or "tailwinds" used? Screenwriter · seen in 41.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.8% of calls 97.3% repeat consistency

YES Does the word "margin" appear at least three times? Screenwriter · seen in 73.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 73.6% of calls 98% repeat consistency

YES Is the word "confidence" or "confident" spoken by any executive? Screenwriter · seen in 73.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 73.2% of calls 97.7% repeat consistency

YES Does anyone use the phrase "call it" or "let's call it" before an estimate? Screenwriter · seen in 24.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 24.7% of calls 96.7% repeat consistency

NO Does the phrase "going forward" appear? Screenwriter · seen in 62.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 62.9% of calls 87.6% repeat consistency

YES Does anyone say "coming back" or "circling back" to take a follow-up? Screenwriter · seen in 11% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 11% of calls 94.3% repeat consistency

NO Does the word "inflation" appear at least twice? Screenwriter · seen in 25.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.3% of calls 97.3% repeat consistency

NO Does any executive say "we believe" at least twice? Screenwriter · seen in 65.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 65.8% of calls 92.8% repeat consistency

NO Does management use the phrase "going forward"? Screenwriter · seen in 56.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 56.2% of calls 85.6% repeat consistency

YES Does anyone use the word "robust"? Screenwriter · seen in 46% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 46% of calls 99% repeat consistency

NO Does any speaker use the phrase "if you will" or "so to speak"? Screenwriter · seen in 23.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 23.2% of calls 97.7% repeat consistency

YES Does any speaker say "appreciate" at least once? Screenwriter · seen in 63.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 63.9% of calls 94.2% repeat consistency

NO Does anyone use the phrase "at the end of the day"? Screenwriter · seen in 12.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.5% of calls 99.7% repeat consistency

NO Does anyone tell a self-contained anecdote with a beginning, middle, and end? Screenwriter · seen in 27.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 27.7% of calls 82% repeat consistency

NO Does any executive use the phrase "our team"? Screenwriter · seen in 50.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.8% of calls 88.7% repeat consistency

NO Does the transcript contain a silence, pause, or "we'll come back to that" that never resolves? Screenwriter · seen in 15.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15.8% of calls 85.7% repeat consistency

NO Does anyone describe a customer, employee, or competitor as a named character with a motive? Screenwriter · seen in 11.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 11.4% of calls 87.3% repeat consistency

YES Does any executive say "we're pleased" or "I'm pleased"? Screenwriter · seen in 68.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 68.3% of calls 92.8% repeat consistency

NO Is there a moment of modesty—someone crediting luck or timing? Screenwriter · seen in 12.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.5% of calls 92.3% repeat consistency

NO Does anyone use the phrase "on a year-over-year basis"? Screenwriter · seen in 18.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18.9% of calls 93.6% repeat consistency

NO Is the word "excited" or "exciting" used by management at least twice? Semiotician · seen in 45.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 45.8% of calls 97.3% repeat consistency

YES Does any speaker say "just" five or more times? Semiotician · seen in 83.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 83.3% of calls 82.2% repeat consistency

NO Does any question begin with "Can you" or "Could you"? Semiotician · seen in 84.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 84.8% of calls 85.2% repeat consistency

NO Does the word "quick" or "quickly" appear in three or more analyst questions? Semiotician · seen in 13.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.2% of calls 91.6% repeat consistency

YES Does an analyst ask for guidance on a metric management did not offer unprompted? Semiotician · seen in 87.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 87.3% of calls 89.7% repeat consistency

YES Is there a question about capital allocation (buybacks, M&A, debt, or dividends)? Semiotician · seen in 67.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 67.7% of calls 91.7% repeat consistency

NO Does any analyst use the word "clarify" or "clarification"? Semiotician · seen in 32.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.9% of calls 98.7% repeat consistency

NO Does the word "obviously" appear at least twice? Semiotician · seen in 57.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 57.9% of calls 87.2% repeat consistency

YES Does management refer to a prior call or prior quarter's commentary when answering? Semiotician · seen in 87.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 87.9% of calls 90% repeat consistency

NO Does anyone use the word "actually" at least three times? Semiotician · seen in 46.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46.2% of calls 85.5% repeat consistency

YES Does any executive begin an answer with "Look," or "So,"? Semiotician · seen in 85.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 85.7% of calls 85% repeat consistency

NO Does the word "challenging" or "challenges" appear at least three times? Semiotician · seen in 32.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.2% of calls 90.6% repeat consistency

YES Does the operator run out of queued questions and close early? Semiotician · seen in 34.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 34.3% of calls 83.5% repeat consistency

NO Does any analyst apologize or preface with "sorry" before asking? Semiotician · seen in 32.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.8% of calls 92.9% repeat consistency

NO Is the word "excited" used by the CEO more than the word "confident"? Semiotician · seen in 33.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.1% of calls 92% repeat consistency

YES Does any speaker use the phrase "the right" before a noun ("the right team," "the right decisions")? Semiotician · seen in 57.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 57.8% of calls 94% repeat consistency

NO Does the word "guidance" appear more than five times in the transcript? Semiotician · seen in 31.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 31.8% of calls 93% repeat consistency

NO Does the word "tailwind" or "headwind" appear? Semiotician · seen in 52.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.2% of calls 98.7% repeat consistency

NO Does any analyst's question begin with a compliment or congratulation? Semiotician · seen in 41.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.5% of calls 88.3% repeat consistency

NO Does an analyst apologize before or during their question? Semiotician · seen in 32.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.8% of calls 96.6% repeat consistency

YES Are there more questions about revenue than about costs? Semiotician · seen in 69.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 69.8% of calls 85.2% repeat consistency

NO Does the word "challenging" appear at least twice? Semiotician · seen in 20.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.1% of calls 97% repeat consistency

YES Does any speaker use the phrase "on a" four or more times total (e.g., "on a constant currency basis")? Semiotician · seen in 54.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 54.8% of calls 82.8% repeat consistency

YES Does any executive answer begin with "Sure" or "Yes" followed by a comma? Semiotician · seen in 71.4% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 71.4% of calls 83.2% repeat consistency

NO Does anyone say "from a ... perspective" (e.g., "from a margin perspective")? Semiotician · seen in 56.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 56.9% of calls 87.2% repeat consistency

NO Does an executive say "we're not going to" in response to a question? Semiotician · seen in 25% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25% of calls 92% repeat consistency

NO Does management decline to answer by citing a future event ("we'll address that in..." or "at our upcoming...")? Semiotician · seen in 34.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.6% of calls 82% repeat consistency

YES Does the word "quarter" appear at least 20 times? Semiotician · seen in 87.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 87.7% of calls 93.3% repeat consistency

YES Is there a mention of "FX," "currency," or "foreign exchange"? Semiotician · seen in 39.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 39.5% of calls 98.7% repeat consistency

YES Does any executive say "that's right" or "that's correct" to an analyst? Semiotician · seen in 23.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 23.6% of calls 96.2% repeat consistency

NO Does the word "leverage" appear at least twice? Semiotician · seen in 52.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 52.1% of calls 94.5% repeat consistency

NO Is the word "leverage" used at least three times? Semiotician · seen in 37.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 37.8% of calls 90% repeat consistency

NO Does management use the word "headwinds" at least once? Semiotician · seen in 33.6% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.6% of calls 97.3% repeat consistency

NO Does any speaker say "great question" or thank the analyst before answering? Semiotician · seen in 51.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 51.8% of calls 84% repeat consistency

YES Does anyone attribute results to "the team" rather than to strategy? Semiotician · seen in 61.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 61.6% of calls 90.7% repeat consistency

NO Does any speaker say "going forward"? Semiotician · seen in 61.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 61.4% of calls 85.6% repeat consistency

NO Does any analyst begin their question with "congratulations"? Semiotician · seen in 17.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.8% of calls 92.6% repeat consistency

YES Does an analyst thank management at the end of their turn? Semiotician · seen in 77.2% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 77.2% of calls 94.7% repeat consistency

NO Does anyone describe the future with "We believe" more than "We expect"? Semiotician · seen in 30.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 30.2% of calls 87.3% repeat consistency

NO Does a speaker say "normal" or "normalized" about conditions that predate any disruption mentioned? Semiotician · seen in 33.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.7% of calls 81% repeat consistency

NO Is the word "momentum" used without a stated metric attached to it? Semiotician · seen in 41.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 41.4% of calls 92.7% repeat consistency

NO Does the word "macro" appear at least twice? Semiotician · seen in 21.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 21.9% of calls 95.9% repeat consistency

YES Does management use the word "solid" at least once? Semiotician · seen in 57.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 57.7% of calls 97% repeat consistency

NO Is there an analogy to a machine, engine, or flywheel? Semiotician · seen in 29.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 29.2% of calls 88% repeat consistency

NO Is the word "visibility" used at least once? Semiotician · seen in 34.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34.1% of calls 100% repeat consistency

NO Is the phrase "base case" or "scenario" used at least once? Semiotician · seen in 19.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 19.1% of calls 96.9% repeat consistency

NO Does anyone say "we take that seriously" or "we're very focused on"? Semiotician · seen in 18% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 18% of calls 92% repeat consistency

NO Is the phrase "to your point" or "as you mentioned" used at least once? Semiotician · seen in 32.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 32.8% of calls 83.5% repeat consistency

NO Does the operator say "thank you" more than three times? Semiotician · seen in 30% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 30% of calls 94.3% repeat consistency

NO Does management mention a specific competitor by name? Semiotician · seen in 20.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 20.8% of calls 93.1% repeat consistency

YES Does management say "the team" at least twice? Semiotician · seen in 31.9% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 31.9% of calls 85.9% repeat consistency

NO Does the word "fundamentally" appear at least once? Semiotician · seen in 12.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.3% of calls 98.3% repeat consistency

NO Does the phrase "ahead of" precede any mention of guidance or expectations? Semiotician · seen in 14.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 14.1% of calls 96.6% repeat consistency

NO Does management use the phrase "on a year-over-year basis"? Semiotician · seen in 16.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 16.9% of calls 96.6% repeat consistency

NO Does any single speaker say "right?" as a tag question at least once? Semiotician · seen in 34% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 34% of calls 87.5% repeat consistency

YES Does management use the phrase "on a consistent basis" or "consistently"? Semiotician · seen in 27.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 27.8% of calls 95.3% repeat consistency

NO Does a speaker begin a sentence with "To be honest" or "To be clear"? Semiotician · seen in 10.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.5% of calls 92.7% repeat consistency

NO Does management use the phrase "strategic" at least twice? Semiotician · seen in 46% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 46% of calls 97.3% repeat consistency

NO Does any speaker describe a business unit as "healthy"? Semiotician · seen in 13.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.3% of calls 92.7% repeat consistency

NO Does any speaker use the word "fundamentals"? Semiotician · seen in 17.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 17.8% of calls 100% repeat consistency

YES Does the word "resilient" or "resilience" appear? Semiotician · seen in 24.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 24.7% of calls 98% repeat consistency

NO Does the operator mention a queue or "next question" more than three times? Simultaneous · seen in 74.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 74.2% of calls 91.6% repeat consistency

YES Does any analyst ask a follow-up after their initial answer ("follow-up", "second one", "just one more")? Simultaneous · seen in 88.5% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 88.5% of calls 92.3% repeat consistency

NO Does any analyst ask a question containing the word "why"? Simultaneous · seen in 36.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 36.1% of calls 96.3% repeat consistency

YES Does anyone say "if you look at" before citing a number? Simultaneous · seen in 47.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 47.7% of calls 81.6% repeat consistency

NO Does the phrase "last question" or "final question" appear? Simultaneous · seen in 50.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.4% of calls 91.6% repeat consistency

NO Does the word "clearly" appear anywhere in the transcript? Simultaneous · seen in 50.9% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 50.9% of calls 96.3% repeat consistency

YES Does the CEO speak first among named executives in the Q&A? Simultaneous · seen in 68.3% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 68.3% of calls 94.6% repeat consistency

NO Does the word "headwind" or "headwinds" appear at least twice? Simultaneous · seen in 28.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 28.5% of calls 97% repeat consistency

YES Does the CFO mention a specific percentage greater than ten? Simultaneous · seen in 89.1% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 89.1% of calls 96.6% repeat consistency

NO Does the phrase "going forward" appear at least once? Simultaneous · seen in 63.4% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 63.4% of calls 86.5% repeat consistency

YES Does the word "team" appear at least three times? Simultaneous · seen in 59% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 59% of calls 91.6% repeat consistency

YES Does the word "confident" appear in any executive's remarks? Simultaneous · seen in 60.7% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 60.7% of calls 97.7% repeat consistency

YES Does an analyst thank management at the start or end of their turn? Simultaneous · seen in 81.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 81.6% of calls 95.7% repeat consistency

NO Does the CEO use the word "incredibly" at any point? Simultaneous · seen in 15% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 15% of calls 99.7% repeat consistency

YES Does any executive use the word "team" to refer to company personnel? Simultaneous · seen in 83.6% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 83.6% of calls 98.7% repeat consistency

NO Does anyone say "to your point" when answering a question? Simultaneous · seen in 10.3% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.3% of calls 98% repeat consistency

YES Does any executive say "with that" to transition between speakers or topics? Simultaneous · seen in 75% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 75% of calls 97.3% repeat consistency

NO Does the word "transformation" or "transformational" appear? Simultaneous · seen in 24.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 24.2% of calls 99.7% repeat consistency

NO Does any speaker say "moving on" or "next question" themselves? Simultaneous · seen in 25.1% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 25.1% of calls 92.3% repeat consistency

NO Does any speaker use the word "hedging" or say "to hedge"? Simultaneous · seen in 13.5% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 13.5% of calls 96.3% repeat consistency

NO Does any analyst identify themselves with a two-part introduction (name and firm)? Simultaneous · seen in 10.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.2% of calls 85.9% repeat consistency

YES Does the word "talent" appear at least once? Simultaneous · seen in 20.8% of calls

How to read this YES

The model found enough evidence in the earnings transcript to mark this exact condition as present.

Transcript-only check Detected in 20.8% of calls 98% repeat consistency

NO Is the word "capacity" used more often about factories than about people? Supply Chain · seen in 26.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 26.2% of calls 92.3% repeat consistency

NO Does an executive confess to having too much of something physical somewhere? Supply Chain · seen in 12.2% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 12.2% of calls 89.3% repeat consistency

NO Is a supplier or vendor mentioned by name at any point? Supply Chain · seen in 33.7% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 33.7% of calls 85.3% repeat consistency

NO Does any executive blame weather, season, or geography for a shipment or delivery issue? Supply Chain · seen in 10.8% of calls

How to read this NO

The model did not find enough evidence in the earnings transcript to confirm this exact condition. NO means “not detected,” not necessarily “disproved.”

Transcript-only check Detected in 10.8% of calls 91% repeat consistency

No checks match those filters.

500 checks shown · YES means detected; it is not automatically positive or negative.

Real saved model output

Archived AI reasoning

Earlier Artul research experiments on FFBC calls. Open a question to read the model's original reasoning.

241 saved explanations · 240 questions

NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — compa Q1 2023 · 2 archived calls

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2023 · 2023-04-21

We need answer only YES or NO. Need evaluate both gates. We need parse transcript. Need identify positive current development management highlights and analysts probe in Q&A, with added concrete operating detail beyond prepared remarks. Also engine company-controlled vs external. Let's read transcript. Prepared remarks: record revenue, net interest income, loan growth, NIM expansion, record leasing business income, Bannockburn strong, Yellow Cardinal. Q&A topics: NIM/margin outlook, deposit mix, three downgraded credits, leasing business accounting, office LTV, Bannockburn/wealth outlook. Need find positive current development with additive detail. Potential positive development: leasing business (Summit) record income, growth. In Q&A, Jamie gives details on lease business: 75% finance leases, 25% operating, yields 7-7.5%, residual income bumps to 9%, fee income to expense ratio 1.5:1. This is additive? Prepared remarks only said "record leasing business income" and "Summit posted record quarters" and "growth in leasing business primary driver" for fee income. Q&A adds specifics about mix, yields, residual income, expense ratio. That is concrete operating detail about the leasing business. Is it current? Yes, current business. Multiple exchanges? There is one exchange with Terry about lease business accounting, then follow-up about efficiency. Then later Archie gives Bannockburn/wealth outlook. But the leasing detail appears in one exchange (Terry's question and Jamie's answer). Gate 1 requires across multiple exchanges, management responses additive. The leasing business is probed in one exchange. Other Q&A about Bannockburn? Archie gives outlook but not much additive. Need see if there is another positive development with multiple exchanges. Maybe "deposit stability" or "net interest margin" but that's financial. The question asks positive current development in company's business. Could be "record leasing business income" and "Bannockburn" but Q&A doesn't add much beyond prepared remarks except leasing. However Gate 1 requires multiple exchanges. There is only one exchange about leasing. Also later Archie answers about Bannockburn/wealth but not additive specifics? He says Bannockburn $14-16M quarter, added salespeople, wealth doing well. That is some detail but not multiple exchanges.

NOQ1 2016 · 2016-04-22

The user wants me to evaluate two gates based on the earnings call transcript. Gate 1: Is there a positive, current development where Q&A produces more concrete operating detail than prepared remarks? Gate 2: Is the main positive development chiefly something the company itself created and controls, not an external tailwind? Let me analyze the transcript. The call discusses: - Strong loan growth across markets and products - Stable net interest margin - Disciplined expense management - Fee income as an area for improvement - Oak Street integration - Branch consolidation The main positive development seems to be loan growth, particularly in C&I and specialty finance portfolios. Let me check if the Q&A adds more detail than the prepared remarks. In the prepared remarks, Tony mentions loan growth of $116 million, pipelines remaining strong, and growth in C&I and specialty finance. In the Q&A: - Scott Siefers asks about construction book growth - Claude discusses construction growth in metropolitan markets, multifamily, healthcare, build-to-suit, and says they're not looking for significant growth going forward. - Emlen Harmon asks about interest rate sensitivity and public fund outflows. - Chris McGratty asks about expenses and FDIC loss share. - Jon Arfstrom asks about funding costs, loan-to-deposit ratio, and ROA targets. - Erik Zwick asks about Oak Street, classified assets, and loan pipeline. - Andy Stapp asks about yield curve and securities book. - Daniel Cardenas asks about M&A environment and competitiveness. - Scott Siefers asks about the $10 billion bogey. The Q&A doesn't seem to add substantially more concrete operating detail about a positive development than the prepared remarks. The answers tend to be general - discussing strategy, competitive environment, and outlook rather than specific new operational details. For example, when asked about the construction book, Claude says they've seen opportunities in multifamily, healthcare, build-to-suit, but doesn't provide specific new numbers or details beyond what was in the prepared remarks. He says they're not looking for significant growth going forward. When asked about loan pipeline, Claude says it "continues to be solid" but doesn't add much new detail. The fee income initiatives are mentioned but the answers are general - "multiple initiatives across the company" without specific details.

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NO Cash cost of the wait: management is funding a defined waiting period whose end is already scheduled Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need to determine if the company is currently living through a defined waiting period it is paying for out of its own pocket, with a specific near-dated event that ends the wait, and that this is the main current work. Let's analyze the transcript. The call is about Q1 2016 results. Management discusses various things: loan growth, margin, expenses, fee income initiatives, branch consolidation, Oak Street integration, etc. Key points: - They mention branch consolidation expenses of $500k pretax in Q1. That's a cost but not a waiting period for a future benefit? They say it's part of expense management. - They talk about fee income initiatives: "we have got multiple initiatives in process across the company to grow fee income by optimizing product pricing and positioning" - but that's not a defined waiting period with a specific near-dated event. It's ongoing improvement. - They talk about Oak Street integration: "The significant areas of integration are now complete." So that's done. - They talk about preparing for $10 billion asset threshold: "we have got three or four years of organic growth runway before we would do it on an organic basis. But that said, it's soon enough that we are preparing for it" - they are investing in risk/compliance, data management. But that's a long-term preparation, not a specific near-dated event within a year. Also, it's not a cost that will end with a specific event; it's ongoing investment. - They mention opening branches: "We opened a couple of branches late last year. We have got one or two more coming this year." That's normal expansion, not a major waiting period. - They mention expense run rate of $50 million per quarter, and they are maintaining that. The question asks: Does management describe the company as CURRENTLY LIVING THROUGH A DEFINED WAITING PERIOD IT IS PAYING FOR OUT OF ITS OWN POCKET? That is, is there a present-tense reality of paying now for something not yet earning, with a specific near-dated event that ends the wait, and that this is the main current work? Looking at the transcript, there is no such description. The costs mentioned are ordinary operating expenses, branch consolidation costs (which are one-time and not a waiting period), and investments in growth that are ongoing. The $10 billion preparation is a long-term strategic investment, not a defined waiting period with a near-dated event.

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YES The company is preparing for a much bigger version of itself: internal capacity being stood up ahead of the business tha Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

YESQ1 2016 · 2016-04-22

The question is: Does management describe that the company is CURRENTLY PUTTING IN PLACE THE INTERNAL CAPABILITY TO OPERATE AS A MUCH LARGER COMPANY THAN IT IS TODAY — building out the people, capacit...YES The transcript shows management describing deliberate, concrete investments in scalable risk/compliance platforms, data management, governance, and internal reporting systems — all sized for a substantially larger company — while explicitly noting they are being done now to prepare for a future $10 billion scale that organic growth alone will reach in 3–4 years, accepting the current underutilization and expense impact in the interim. This is not incremental expansion to meet existing demand but a measured build-out of capability ahead of the anticipated larger business. The $10 billion reference and the forward-looking preparation language confirm the posture of constructing the shell of a bigger enterprise before the filling business 100% arrives. No other elements (branch consolidations, Oak Street integration, or routine growth) override this specific description. The answer is therefore YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used The answer is YES. The criteria are met in management’s own words. No outside information was used. The answer is YES. The criteria are met in management’s own words. No outside information was used.

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NO Trajectory bent upward recently, and management says the change has only started showing Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need answer yes/no. Need analyze transcript. Need determine if management conveys recent bend upward and still early. Need only transcript. We need parse call. Company First Financial Bancorp Q1 2016. Results: net income $19.8M, EPS .32, ROA .98%, ROTCE 13.06%. Excluding branch consolidation expenses, net income $20.1M, .33, ROA 1%, ROTCE 13.27%. 102 consecutive quarters profitability. Strong loan growth, stable NIM, disciplined expenses. Fee income area for improvement. Loan growth: end of period loans increased $116M or 9% annualized linked quarter; average loan balances increased $175M or 13% annualized, full quarter impact from late Q4 2015 originations plus strong production, particularly C&I and specialty finance. Pipelines strong. Deposits relatively unchanged, average deposits declined due seasonality public funds. Oak Street integration complete, optimistic long-term growth. NII increased 1% linked. NIM stable 3.68 vs 3.69. Securities yield up 15bps. Noninterest income in line with prior quarter but impacted seasonal declines. Fee income initiatives multiple, longer term, earlier strategies start to see income hopefully second half. Expenses stable. Asset quality improved. No mention of recent bend? They are continuing strong performance along established path. They mention 102 consecutive quarters profitability, strong loan growth across markets, stable margin, disciplined expenses. They have areas for improvement fee income. They are focused on improving fee income with initiatives, but not yet visible? They say multiple initiatives, not necessarily disappointed, room for improvement, longer term strategies, earlier strategies would start to see income hopefully in second half. Is that a recent bend? No, it's planned improvement, not already showing. Loan growth strong but in line with long-term expectations mid-to-high single digit. No contrast with prior flat/declining. They say "another strong quarter" and "consistent with comments over last few quarters" opportunities to organically grow. So no recent bend upward; continuing established path. Also no indication change is still early with most effect not visible. They do mention fee income initiatives are in process and not yet reflected, but that's not a bend in overall trajectory; it's future improvement. Also Oak Street integration complete, adapting well, optimistic long-term growth.

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NO Front, middle, and back of the business all improving at once, in management's own present-tense telling Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

The question asks whether management's own account of the just-reported period describes real, already-occurring improvement in all three zones of the business at the same time: FRONT (new business coming in), MIDDLE (work being delivered or served), and BACK (business staying, repeating, or committed forward). Let me analyze the transcript for each zone: **FRONT (new business coming in):** - Tony Stollings: "End of period loans increased approximately $116 million or 9% on an annualized basis compared to the linked quarter and is in line with our long-term expectations of mid to high single digit growth. Average loan balances increased $175 million or 13% on an annualized basis during the period as we recognized a full quarter impact from late fourth quarter 2015 originations in addition to another strong quarter of production, particularly in the C&I and specialty finance portfolios." - "Loan origination pipelines, primarily in our Metro markets and our specialty finance businesses remain strong and we head into the middle of the year with positive momentum." - Claude Davis: "we continue to see solid credit demand and financial performance across our clients and prospects" - This describes actual loan growth that has occurred, with concrete numbers (9% annualized, 13% annualized). This is real new business arriving. **MIDDLE (work being delivered or served):** - The transcript discusses loan growth, which is the delivery of the banking product. The loans are being originated and delivered. - Tony: "Average loan balances increased $175 million or 13% on an annualized basis during the period" - this is delivery of loans. - However, is there a distinct "middle" zone here? In banking, the "middle" would be the ongoing servicing/delivery of the loan products. The loan growth itself covers both front (new loans) and middle (loans being delivered/serviced). - Actually, let me think about this more carefully. The question asks for three distinct zones. In banking: - FRONT: new loan originations, new deposits, new clients - MIDDLE: the actual delivery of banking services, loan disbursements, ongoing operations - BACK: retention, renewals, committed lines, repeat business Looking at the transcript: - FRONT: Loan growth is clearly described - new loans coming in at 9-13% annualized. This is real and concrete. - MIDDLE: The loan growth itself represents delivery.

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NO The company's product is being consumed faster than customers planned, forcing early and larger reorders Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need to determine if management describes customers using up what the company sells faster than planned, leading to earlier/larger reorders, and that this is still building. The transcript is about First Financial Bancorp, a bank. They sell loans, deposits, financial services. The question asks about consumption of what the company sells. For a bank, what do customers consume? Possibly loans drawn down? Or deposit balances? Or fee services? The transcript discusses loan growth, deposits, etc. But the specific phenomenon: customers using up faster than planned, leading to reorders. In banking, that might be like borrowers drawing down lines of credit faster than expected, leading to more loan demand? Or maybe deposit outflows? But the question is about reorders, replenishment, follow-on purchases. For a bank, maybe customers taking more loans than planned? Or using up their credit lines? Let's read the transcript carefully. The transcript is about First Financial Bancorp's Q1 2016 earnings call. Management discusses loan growth, deposits, net interest margin, fee income, etc. They talk about organic growth, pipelines, etc. But do they describe customers consuming faster than planned? For example, they mention loan growth was strong, but that's not necessarily about customers using up something faster than planned. They mention "loan origination pipelines" strong. They mention "full quarter impact from late fourth quarter 2015 originations." That's just normal growth. The question specifically asks about a phenomenon where customers are using up what the company sells faster than those customers had planned, leading to reorders arriving earlier or larger. In banking, what is the "product"? Loans? Deposits? Maybe the company sells loan products, and customers are drawing down lines of credit faster than expected, leading to more loan demand? But that would be like customers using up their credit availability. However, the transcript doesn't seem to describe that. They talk about loan growth, but not about customers exceeding their planned usage. Let's scan for keywords: "faster than planned", "reorder", "replenishment", "consumption", "run-rate", "utilization", "drawdown", "exhaust", "deplete", "fill", "capacity", "usage", "intensive", "ahead of schedule", "earlier", "larger", "follow-on", "expansion", "renewal", "upsize". I don't see any such language.

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NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — broad Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need to evaluate the transcript for two gates. Gate 1: Is there a positive current development that management highlights, and in Q&A do analysts get more concrete operating detail than in prepared remarks? Gate 2: Is that development broad and granular (many independent customers) rather than concentrated? Let's identify the main positive current development. The call discusses strong loan growth, particularly in C&I and specialty finance, including Oak Street and franchise. Also fee income initiatives. But the main positive is loan growth. In Q&A, analysts ask about loan growth, pipelines, construction book, etc. Do management provide more detail? For example, on construction book, Claude says it's grown but now they are not looking for significant growth. That's not really adding positive detail. On loan growth, they say pipelines remain strong, but they don't give much new specifics. They talk about Oak Street integration complete, but not much new. The fee income initiatives are mentioned but not detailed in Q&A. The Q&A mostly repeats prepared remarks. For instance, on margin, they say stable. On expenses, they reiterate $50M run rate. There is no clear instance where analysts extract new concrete operating details about a positive development that wasn't in prepared remarks. The prepared remarks already mentioned loan growth, Oak Street integration, etc. The Q&A adds little. For example, when asked about construction book, Claude says it's grown but they won't see same growth. That's not a positive current development being probed with added detail. When asked about Oak Street, they say yields comparable, but no new specifics. So Gate 1 likely NO. Even if we consider loan growth as positive, the Q&A doesn't produce more concrete detail than prepared remarks. The prepared remarks already gave numbers. The Q&A is mostly reiteration. So Gate 1 NO. Therefore answer NO. But let's double-check: Is there any positive development where analysts ask and management gives new specifics? For example, on fee income initiatives, John says multiple initiatives across three categories, but that's still high-level. No specific numbers or customers. On deposit growth, they mention public funds outflow but that's not positive. So no. Thus answer NO. Gate 2 also would be NO because we can't establish breadth from transcript, but since Gate 1 is NO, overall NO.

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NO Young streak off a low base: a short run of consecutive-period improvement has just started, after a stretch that gave i Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need to answer YES or NO based on the transcript. The question asks: does management convey that the business has NOW PUT TOGETHER A SHORT, STILL-YOUNG RUN OF CONSECUTIVE PERIODS OF REAL IMPROVEMENT — roughly two to four periods in a row of getting better — in a part of the business that, until recently, had been giving investors little reason to expect it, AND that the causes of this young run are attached to the company itself and still in force? We need three elements: (1) a prior unimpressive stretch and a young run of consecutive improvements; (2) the improvement is sequential and cumulative in management's own framing; (3) the cause belongs to the company and is still running. Let's read the transcript carefully. The call is First Financial Bancorp Q1 2016 earnings. Management talks about strong quarter, 102 consecutive quarters of profitability. They mention loan growth, stable margin, disciplined expenses. They mention "areas for improvement with fee income being top on mind." They talk about organic growth, etc. We need to find a specific part of the business that had been weak and now has a young run of improvement. The question mentions "a part of the business that, until recently, had been giving investors little reason to expect it." Look for something like that. Management discusses fee income? They say fee income is top on mind. They mention "noninterest income" in the quarter. But they say "Noninterest income for the first quarter was $15.5 million, in line with the prior quarter but impacted by seasonal declines..." That doesn't sound like a run of improvement. They also mention "We are focused on improving fee income performance and have multiple initiatives in process" but that's forward-looking, not already occurring. Maybe they talk about loan growth? They say "End of period loans increased approximately $116 million or 9% on an annualized basis compared to the linked quarter and is in line with our long-term expectations of mid to high single digit growth. Average loan balances increased $175 million or 13% on an annualized basis during the period as we recognized a full quarter impact from late fourth quarter 2015 originations in addition to another strong quarter of production." That suggests strong loan growth for multiple quarters? They say "another strong quarter of production" implying previous quarter was strong too.

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NO This quarter could not have been described last quarter: management's account is dense with fresh, period-specific posit Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need to determine if management's account of the just-reported period is dense with fresh, period-specific positive particulars. The call is Q1 2016 earnings. We need to see if management describes concrete favorable developments that occurred during or since this specific quarter, with specificity that couldn't have been said on prior quarter's call. Also, forward story grows out of those particulars. Let's review the transcript. Claude Davis: "another strong quarter of operating results which is now 102 consecutive quarters of profitability." That's a general statement. "We are pleased with our results which reflects continued strong loan growth across our markets and products, stable net interest margin and disciplined expense management." That's generic. "While we have areas for improvement with fee income being top on mind, we continue to capitalize on our comprehensive suite of credit products and unique client focused strategy to grow our commercial and specialty product segments both in our metropolitan markets and across our two nationwide lending platforms, franchise and Oak Street." That's generic. "The first quarter was marked by significant market volatility related to concerns around energy, the strength of the U.S. currency and other global economic headlines. Despite this global economic backdrop, we continue to see solid credit demand and financial performance across our clients and prospects." That's generic. "While individual credit relationships come under stress from time to time, we believe the overall credit outlook across our markets remains stable and conducive to continued growth opportunities." Generic. Tony Stollings: "Net income for the quarter was $19.8 million, an increase of $2.2 million or 12% over the first quarter last year." That's a number. "Earnings per diluted common share for the quarter were $0.32 with return on average assets of 0.98% and return on average tangible common equity up 13.06%." Numbers. "Including approximately -- or excluding approximately $500,000 of pretax non-operating expenses which were primarily related to the consolidation of six branches during the period." That's a specific event: consolidation of six branches. That's a period-specific action. But is it positive? It's a cost-saving measure, but it's not necessarily a positive particular in the sense of a favorable development.

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NO Running the company for a size the numbers don't show yet Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need to answer YES or NO based on the transcript. The question asks: does management convey that it is ALREADY RUNNING THE COMPANY FOR A MEANINGFULLY LARGER LEVEL OF BUSINESS THAN THE REPORTED RESULTS SHOW — with real commitments already executing and real demand already visible behind them? We need both halves: (1) commitments already executing sized beyond today's numbers, and (2) justification is business management can already see demand/activity already real. Look at the transcript for any mentions of capacity, hiring, building, expanding, etc., and demand already visible. Management talks about growth, but mentions branch consolidations, opening a couple of branches late last year and one or two more coming this year. But that's not necessarily bigger than current numbers; it's just branch openings. Also mention of investments in risk and compliance platforms for $10 billion threshold, but that is preparing for future, not necessarily a commitment to run at a larger level now. They are being measured about it. They talk about organic growth mid to high single digits, but that's a forecast, not commitments already executing. They mention loan pipelines strong, but that's pipeline, not orders in hand. They say "loan origination pipelines... remain strong" but that's not necessarily commitments already executing. Fee income initiatives: they have multiple initiatives, but not specific commitments. Oak Street: integration complete, but no mention of expanding capacity. The question is strict: need to show management is already committing resources at a level that matches a bigger business than reported results. They mention opening branches, but that's not necessarily bigger business; it's part of normal operations. Also they mention investments in infrastructure for $10 billion, but they say they are being measured about it and have three to four years runway. That suggests they are not yet running at that level. Thus, no clear indication that they are already operating at a larger scale with real commitments beyond current numbers. The discussion is more about future growth plans and being prepared. Therefore answer NO. Let's double-check: any mention of hiring ahead, training, capacity expansion? They talk about adding a couple of people to call on franchise and Oak Street books, but that's small and not necessarily big commitments.

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NO Commitment step-up grounded in demand already showing Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

The user asks me to determine if management describes a recent step-up in commitments AND grounds that step-up in already-occurring demand. Let me analyze the transcript carefully. Key areas to examine: 1. Branch consolidation - they closed 6 branches, that's a reduction, not expansion 2. Loan growth - they mention strong loan growth, but is there a step-up in commitments? 3. Oak Street integration - they mention it's complete 4. Fee income initiatives - they mention "multiple initiatives in process" but these seem to be longer-term strategies Let me look for evidence of stepping up commitments: - Claude Davis: "we continue to capitalize on our comprehensive suite of credit products and unique client focused strategy to grow our commercial and specialty product segments" - Tony Stollings: "we continue to see opportunities to organically grow our balance sheet" - John Gavigan on fee income: "we have got multiple initiatives in process across the company to grow fee income" - but these are described as "longer term strategies" and "not necessarily second quarter events" On the $10 billion threshold question: - Tony Stollings: "We have moved kind of as a company to the next stage from just thinking about it actively doing some things. Primarily making sure our risk and compliance platforms are scalable. We are doing some work around data management." This is about preparing for scale, but it's described as "very measured" and they're "staying very measured right now about it." The branch consolidation is a reduction, not expansion. The fee income initiatives are described as longer-term strategies, not a step-up that's already underway with visible results. The loan growth is described as consistent with "long-term expectations of mid to high single digit growth" - that's their ongoing pace, not a step-up. The $10 billion preparation is described as "measured" and they have "three or four years runway" - it's preparation for future scale, not a current step-up in commitments. I don't see management describing a recent step-up in the pace or scale of commitments. The initiatives mentioned are either routine, longer-term strategies, or measured preparations. There's no description of meaningfully more resources being committed now versus a few quarters ago, and no grounding in already-occurring demand that justifies a step-up. The answer is NO.

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NO Priced for a smaller company: management is quietly telling investors the business has already outgrown what the numbers Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

The question asks whether management conveys that outsiders are currently underweighting something the company has already done, and whether management points to a concrete, already-completed or already-operating piece of the business whose contribution is still largely ahead of reported results. Let me analyze the transcript for both elements: (1) Recognition gap management itself raises - does management indicate the company is being measured or perceived in an outdated way? Looking at the call, management discusses: - Strong loan growth - Stable net interest margin - Disciplined expense management - Fee income as an area for improvement - Oak Street integration complete - Branch consolidations I don't see management explicitly saying that outsiders are underweighting something, that the company is being measured on a stale scoreboard, or that the market doesn't appreciate what the company already is. The tone is positive but standard - reporting results, discussing initiatives, providing guidance. Management does mention "areas for improvement with fee income being top on mind" and discusses "multiple initiatives in process across the company to grow fee income" - but these are forward-looking initiatives, not pointing to something already built whose payoff is still ahead. The Oak Street acquisition is mentioned as "significant areas of integration are now complete" and "new associates are adapting well" - but management doesn't frame this as something outsiders are underweighting or that the market hasn't priced in. The branch consolidation is mentioned as completed, but again, no framing that outsiders are missing this. Management discusses organic growth strategy, M&A being secondary, and preparing for the $10 billion threshold - but these are forward-looking plans, not recognition gaps about current misperception. I don't see management raising a recognition gap - no statement that the company is being valued, measured, or modeled in a way that doesn't match what it already is. No persistent correction of outdated premises in questions. No assertion that reported figures understate current reality. The call is essentially ordinary reporting with positive results, forward guidance, and standard discussion of initiatives. Management is confident but doesn't convey that outsiders are underweighting something already done. Answer: NO.

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NO Fresh order-of-magnitude reference change: management has started describing the business in units it did not use to nee Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need to determine if the company's own unit of account visibly changed—i.e., management now routinely describes its business in a larger denomination than before, and this change is recent and driven by real business already happening. The transcript is from First Financial Bancorp's Q1 2016 earnings call. The company is a bank. We need to see if management talks about its business in larger units than before. For example, maybe they now talk about national platforms, larger loan sizes, more branches, etc. Let's scan the transcript for any indication of a shift in scale. The CEO Claude Davis mentions "two nationwide lending platforms, franchise and Oak Street." Oak Street is an acquisition. But is that a recent change? They acquired Oak Street, which is a national platform. But is that a change in unit of account? They now have nationwide platforms, but that might be from acquisition. However, the question is about the company's own unit of account—how they describe their business. They might now talk about "nationwide" as normal. But is that recent? They mention Oak Street integration is complete. But the acquisition happened earlier. The transcript says "The significant areas of integration are now complete." So it's recent. But the key is: does management now routinely describe its business in a larger denomination? For example, they might talk about loan growth in terms of millions, but that's typical. They might talk about "metropolitan markets" and "nationwide platforms." But is that a shift? The company has always been a bank, but maybe they used to be more local. However, the transcript doesn't explicitly say "we used to think in terms of single branches, now we think in terms of regions." They do mention "consolidation of six branches" and "opened a couple of branches" – that's about branch network, but not necessarily a larger denomination. Look for phrases like "we are now a $10 billion company" or "we have grown to..." but they don't mention that. They talk about "mid to high single digit growth" and "organic growth." They mention "two nationwide lending platforms" – that's a larger scale than before? Possibly, but it's due to acquisition. The question says: "NO if the larger units arrive solely by mechanical consolidation of a just-closed acquisition" – but here the acquisition is Oak Street, which is a national platform.

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NO Reality beat their plan and they're leaning in: recent realized upside surprise, response underway, drivers still live Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need answer YES/NO. Need analyze transcript. Need determine if management recounts something real in recent period turned out better than company expected/planned, and company already responding, cause still in effect. Let's parse transcript. Management comments: Claude: "another strong quarter of operating results... 102 consecutive quarters profitability. We are pleased with our results which reflects continued strong loan growth across our markets and products, stable net interest margin and disciplined expense management. While we have areas for improvement with fee income being top on mind, we continue to capitalize on our comprehensive suite of credit products and unique client focused strategy to grow our commercial and specialty product segments both in our metropolitan markets and across our two nationwide lending platforms, franchise and Oak Street. The first quarter was marked by significant market volatility... Despite this global economic backdrop, we continue to see solid credit demand and financial performance across our clients and prospects. While individual credit relationships come under stress from time to time, we believe the overall credit outlook across our markets remains stable and conducive to continued growth opportunities. As we look towards our strategic objective achieving top quartile performance, our focus remains centered on serving the financial needs of our business, consumer, and wealth management clients while remaining disciplined in our approach. So overall the company remains well positioned to continue to grow organically and meet our strategic objectives." Tony: "Net income... increase... Earnings... return... Including approximately -- or excluding approximately $500,000 of pretax non-operating expenses... Consistent with our comments over the last few quarters we continue to see opportunities to organically grow our balance sheet across a number of diversified products, including our two national lending platforms, First Franchise and Oak Street Funding. We remain focused on a disciplined underwriting approach to optimize capital deployment and increase yields while still managing credit risk. End of period loans increased approximately $116 million or 9% on an annualized basis compared to the linked quarter and is in line with our long-term expectations of mid to high single digit growth.

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NO Second proving already underway: the company is deliberately running its own playbook a second time, and the repeat is v Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need to determine if management describes repeating a proven success. The transcript: they discuss organic growth, loan growth, Oak Street integration, franchise lending, etc. They mention "we continue to see opportunities to organically grow our balance sheet across a number of diversified products, including our two national lending platforms, First Franchise and Oak Street Funding." They talk about growth in C&I and specialty finance. They mention "we have got three or four years of organic growth runway" and preparing for $10 billion. But is there a specific repeat of a proven undertaking? They mention "we are learning from Oak Street as well" and "we remain very optimistic about their long-term growth potential." They also mention "we have got multiple initiatives" for fee income. But the question asks: does management describe that the company is currently repeating, on purpose, something it has already succeeded at once? For example, they have proven they can grow loans organically, and they are doing it again? But that's just ongoing business. They mention "we continue to see solid credit demand" and "we continue to capitalize on our comprehensive suite of credit products." That's not a new instance of a proven undertaking; it's just continuing. They mention "we have got two national lending platforms" - but those are existing. They mention "we are now at a point where while you may see that balance grow some just as those projects finish out or build out, we are not looking for significant growth in the construction portfolio." That's about construction. The key is: is there a specific thing they have done once and are now doing again? For example, they acquired Oak Street and integrated it. That's a first time. They are not repeating that. They mention "we are learning from Oak Street" - that's not a repeat. They mention "we have got multiple initiatives" for fee income, but those are new, not repeats. They mention "we have got three or four years of organic growth runway" - that's just continuing. The question asks for a specific phenomenon: a proven first time, a repetition now in motion with real results, and management treating repeatability as the point. I don't see that in the transcript. They talk about organic growth as a strategy, but that's not a specific undertaking like building a plant or launching a product.

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NO Management is playing referee between competing claims on scarce internal resources Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

The question asks whether management reveals it is rationing its own limited resources among multiple attractive opportunities it is already pursuing. I need to look for evidence of management describing several live, already-real claims on resources and visibly choosing among them because it cannot do everything at once. Looking at the transcript, I see several relevant points: 1. Claude Davis mentions "continued strong loan growth across our markets and products" and "comprehensive suite of credit products and unique client focused strategy to grow our commercial and specialty product segments both in our metropolitan markets and across our two nationwide lending platforms, franchise and Oak Street." 2. Tony Stollings mentions "opportunities to organically grow our balance sheet across a number of diversified products, including our two national lending platforms, First Franchise and Oak Street Funding." 3. On M&A, Claude Davis says: "we really feel like the work we have done over the last few years, we have positioned the franchise in really the markets and product sets that we were interest in being in. So right now we are most focused on organic growth and the execution of the strategy. We will certainly look at yields if they are strategic and make sense for us either from an asset platform or from a market extension, but I would tell you that's not the first priority right now. Really it's about organic growth and executing on the core strategy." 4. On the $10 billion threshold, Tony Stollings says: "We have moved kind of as a company to the next stage from just thinking about it actively doing some things. Primarily making sure our risk and compliance platforms are scalable. We are doing some work around data management... These are all things that when John talked about the expense run rate that we are creating the ability to invest here without really negatively impacting our overall expense base. So we are doing some things but we are being very measured about it in controlling the pace of our investment because as Claude said, we have got three or four years runway on an organic basis and in M&A you can't really plan." 5. On fee income initiatives, John Gavigan says: "we have got multiple initiatives across the company... Multiple initiatives across the company, I would say broadly targeted across really three categories.

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NO Conviction backed by things in hand: management stakes the next leg of growth on evidence it already possesses, not cond Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

We need answer YES/NO. Need evaluate transcript. Management expresses clear conviction business stepping up to meaningfully higher level over coming quarters? And grounded in concrete things already in hand/happening? Let's parse. Claude: "another strong quarter of operating results... 102 consecutive quarters profitability... pleased... continued strong loan growth... stable NIM... disciplined expense management. While areas for improvement fee income... continue to capitalize... grow commercial and specialty... metropolitan markets and two nationwide lending platforms... first quarter marked by market volatility... Despite global backdrop, solid credit demand... While individual credit relationships come under stress... overall credit outlook stable... As we look towards strategic objective achieving top quartile performance, focus remains centered... well positioned to continue to grow organically and meet strategic objectives." Tony: "Net income... increase 12%... Earnings... return... Excluding... non-operating expenses... Consistent with comments... continue to see opportunities to organically grow balance sheet across diversified products, including two national lending platforms... focused disciplined underwriting... End of period loans increased $116 million or 9% annualized... in line with long-term expectations of mid to high single digit growth. Average loan balances increased $175 million or 13% annualized... full quarter impact from late Q4 2015 originations in addition to another strong quarter of production, particularly C&I and specialty finance. Loan origination pipelines, primarily in Metro markets and specialty finance remain strong and we head into middle of year with positive momentum. ... deposits relatively unchanged... seasonality public funds... cost deposits increased... Oak Street integration complete... new associates adapting... learning from Oak Street... optimistic long-term growth potential." John: "Net interest income... increase... strong organic loan growth complemented by December rate hike... NIM 3.68% vs 3.69%... modest decline loan yields offset... securities yield increased 15 bps... expect NIM Q2 relatively stable... interest rate sensitivity trend toward higher asset sensitivity... Noninterest income... in line with prior quarter but impacted by seasonal declines... fee income initiatives...

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NO Caught under-prepared by good news: the recent period outran what management had set up for, and they are visibly adjust Q1 2016 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2016 · 2016-04-22

The question asks whether management conveys that the recent period's business came in stronger, faster, or bigger than what the company had set itself up for, and whether management is now visibly adjusting the company in response. Let me analyze the transcript for evidence of both halves: 1) Did the business outrun the company's own preparations? Did management indicate that real activity exceeded what they had planned, staffed, stocked, built, scheduled, or expected? Looking through the transcript: - Claude Davis: "we are pleased with our results which reflects continued strong loan growth across our markets and products, stable net interest margin and disciplined expense management" - Tony Stollings: "End of period loans increased approximately $116 million or 9% on an annualized basis compared to the linked quarter and is in line with our long-term expectations of mid to high single digit growth." - "Average loan balances increased $175 million or 13% on an annualized basis during the period as we recognized a full quarter impact from late fourth quarter 2015 originations in addition to another strong quarter of production" - "Loan origination pipelines, primarily in our Metro markets and our specialty finance businesses remain strong and we head into the middle of the year with positive momentum." The key phrase: "is in line with our long-term expectations of mid to high single digit growth" - this suggests the growth was in line with expectations, not beyond them. 2) Is management adjusting in response? There are mentions of: - Branch consolidation (defensive, not expansion) - Fee income initiatives (but these are described as longer-term strategies, not responses to a surprise) - "we have got multiple initiatives in process across the company to grow fee income" - but this seems like ongoing strategy, not a response to unexpected demand The transcript doesn't show management saying anything like "demand exceeded our expectations" or "we didn't expect this level of activity." The growth is described as "in line with our long-term expectations." The fee income initiatives are described as areas "we feel we have room for improvement" - this is more about underperformance in fees, not about catching up with unexpected demand. The branch consolidation is a defensive/cost-cutting measure, not a response to a favorable surprise.

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Showing the latest 18 of 240 archived research questions.

These archived questions are separate from the newer 500-check scan above.

Past calls

FFBC call history

Open a quarter only when you want its detailed evidence.

B+ Q3 2025 · Strong call · 2025-10-24Management held guidance steady against steady demand. The delivery was unusually candid, rich in specifics, relaxed under questioning.

Guidance: maintainedDemand: stableMargins: stableBacklog: growingPricing: stableHeadcount: cutting⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts

Candor 8/9

Specificity 9/9

Evasion 1/9

Confidence 8/9

Uncertainty 3/9

Promotion 4/9

Stress 1/9

Complexity 5/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

NO Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

NO Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

YES Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

NO Does the call read rehearsed rather than lived?

B+ Q2 2025 · Strong call · 2025-07-25Management held guidance steady against accelerating demand and expanding margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.

Guidance: maintainedDemand: acceleratingMargins: expandingBacklog: growingPricing: stable⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up ahead⚑ Reads rehearsed

Candor 7/9

Specificity 8/9

Evasion 1/9

Confidence 8/9

Uncertainty 3/9

Promotion 4/9

Stress 1/9

Complexity 5/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

YES Is volume about to step up rather than grow gradually?

NO Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

NO Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

YES Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

YES Does the CFO speak more than the CEO?

YES Does the call read rehearsed rather than lived?

B Q1 2025 · Solid call · 2025-04-25Management held guidance steady against steady demand and expanding margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.

Guidance: maintainedDemand: stableMargins: expandingBacklog: growingPricing: stableHeadcount: cutting⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 7/9

Uncertainty 5/9

Promotion 3/9

Stress 1/9

Complexity 3/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

NO Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

NO Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

YES Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

NO Does the call read rehearsed rather than lived?

B+ Q4 2024 · Strong call · 2025-01-24Management held guidance steady against steady demand and contracting margins. The delivery was unusually candid, rich in specifics.

Guidance: maintainedDemand: stableMargins: contractingBacklog: stablePricing: stableHeadcount: cutting⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts

Candor 8/9

Specificity 8/9

Evasion 1/9

Confidence 8/9

Uncertainty 3/9

Promotion 4/9

Stress 2/9

Complexity 4/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

NO Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

NO Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

YES Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

NO Does the call read rehearsed rather than lived?

B+ Q3 2024 · Strong call · 2024-10-25Management held guidance steady against mixed demand signals and contracting margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.

Guidance: maintainedDemand: mixedMargins: contractingBacklog: growingPricing: stableHeadcount: cutting⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts⚑ Reads rehearsedCFO dominates

Candor 8/9

Specificity 9/9

Evasion 1/9

Confidence 8/9

Uncertainty 3/9

Promotion 4/9

Stress 1/9

Complexity 5/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

NO Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

NO Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

YES Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

YES Does the CFO speak more than the CEO?

YES Does the call read rehearsed rather than lived?

B Q2 2024 · Solid call · 2024-07-26Management held guidance steady against slowing demand and contracting margins. The delivery was unusually candid, rich in specifics.

Guidance: maintainedDemand: slowingMargins: contractingBacklog: stablePricing: under pressureHeadcount: cutting⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts⚑ Reads rehearsedCFO dominates

Candor 7/9

Specificity 9/9

Evasion 2/9

Confidence 8/9

Uncertainty 3/9

Promotion 5/9

Stress 2/9

Complexity 6/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

YES Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

NO Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

YES Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

YES Does the CFO speak more than the CEO?

YES Does the call read rehearsed rather than lived?

B+ Q1 2024 · Strong call · 2024-04-26Management held guidance steady against steady demand and contracting margins. The delivery was unusually candid, rich in specifics, relaxed under questioning.

Guidance: maintainedDemand: stableMargins: contractingBacklog: growingPricing: under pressureHeadcount: cutting⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts

Candor 8/9

Specificity 9/9

Evasion 1/9

Confidence 8/9

Uncertainty 3/9

Promotion 2/9

Stress 1/9

Complexity 4/9

View the 20 core call-quality checks

YES Would a skeptical short-seller find this call reassuring?

YES Would a careful investor underwrite management's guidance?

YES Is management's confidence proportionate to the evidence presented?

YES Does the call resolve more doubts than it creates?

YES Is there something a critic could fairly use against the company?

NO Is a claimed advantage dependent on scale they lack?

NO Does an obvious question remain unanswered?

NO Is a product early in its life but growing very fast?

NO Do they serve a small fraction of their addressable customers?

NO Is volume about to step up rather than grow gradually?

NO Are high fixed costs currently underutilised?

NO Is pricing recovering from a depressed level?

NO Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

YES Is consolidation happening among their peers?

NO Is a founder still running the company?

NO Does the final speaker sound like they are summarizing a finished story?

NO Is a fast-growing segment obscured by a declining one?

NO Does the CFO speak more than the CEO?

NO Does the call read rehearsed rather than lived?

View 33 earlier calls

Call	Date	Grade	Guidance	Demand	Margins	Candor	Evasion
Q4 2023	2024-01-26	B+	maintained	stable	contracting	8/9	1/9
Q3 2023	2023-10-25	B+	maintained	stable	contracting	8/9	1/9
Q2 2023	2023-07-21	B+	maintained	stable	contracting	8/9	1/9
Q1 2023	2023-04-21	B+	maintained	stable	expanding	8/9	1/9
Q4 2022	2023-01-27	A	maintained	stable	expanding	8/9	1/9
Q3 2022	2022-10-21	B	maintained	slowing	expanding	7/9	1/9
Q2 2022	2022-07-22	B+	maintained	accelerating	expanding	8/9	1/9
Q1 2022	2022-04-22	B+	maintained	accelerating	expanding	8/9	1/9
Q4 2021	2022-01-28	B	maintained	accelerating	stable	7/9	2/9
Q3 2021	2021-10-22	A	maintained	accelerating	contracting	8/9	1/9
Q2 2021	2021-07-23	B+	maintained	mixed	contracting	8/9	1/9
Q1 2021	2021-04-23	A	maintained	mixed	contracting	8/9	1/9
Q4 2020	2021-01-29	B+	maintained	stable	stable	8/9	2/9
Q3 2020	2020-10-23	B+	maintained	mixed	stable	8/9	1/9
Q2 2020	2020-07-24	B	maintained	mixed	contracting	8/9	2/9
Q1 2020	2020-04-21	C	lowered	slowing	contracting	8/9	2/9
Q4 2019	2020-01-24	A	maintained	accelerating	stable	8/9	1/9
Q3 2019	2019-10-18	B+	maintained	stable	contracting	8/9	1/9
Q2 2019	2019-07-19	B+	maintained	stable	contracting	8/9	1/9
Q1 2019	2019-04-26	B+	maintained	accelerating	contracting	8/9	1/9
Q4 2018	2019-01-24	A	maintained	mixed	expanding	8/9	1/9
Q3 2018	2018-10-19	A	maintained	mixed	stable	8/9	1/9
Q2 2018	2018-07-20	B+	maintained	slowing	contracting	8/9	1/9
Q1 2018	2018-04-20	B	maintained	mixed	expanding	7/9	1/9
Q4 2017	2018-01-19	A	maintained	accelerating	expanding	7/9	1/9
Q3 2017	2017-10-20	A	maintained	stable	expanding	7/9	1/9
Q2 2017	2017-07-26	B+	lowered	stable	contracting	8/9	1/9
Q1 2017	2017-04-21	A	maintained	slowing	stable	8/9	2/9
Q4 2016	2017-01-20	A	maintained	mixed	expanding	7/9	2/9
Q3 2016	2016-10-21	A	maintained	stable	stable	7/9	2/9
Q2 2016	2016-07-22	A	maintained	accelerating	stable	7/9	1/9
Q1 2016	2016-04-22	B	maintained	stable	stable	7/9	2/9
Q4 2015	2016-01-22	A	maintained	accelerating	stable	7/9	1/9

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