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ABM · Earnings-call lab · 44 calls graded · 2015–2026

ABM Industries Incorporated

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

44calls analyzed

2015–2026coverage

NEWESTQ3 2026 call

2026-09-09 · 500 / 500 checks · members only

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AI call read

Grade locked

Grade and plain-English verdict

Expected 45-day move

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Move size estimate, not direction

AI checks completed

500/ 500

Every check answered YES or NO

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OPENQ2 2026 call

2026-06-08 · 8 analysts · 17 questions · 500 / 500 checks

Free · full reportThe quarter before the newest

Call grade · Better than 59% of 177,437 calls

Solid call. Management held guidance steady against accelerating demand and contracting margins. The delivery was unusually candid, rich in specifics.

Management toneResultTypical range · middle half of all callsFlag

Candor7 /9

—

Evasion2 /9

—

Specificity8 /9

—

Confidence8 /9

—

Uncertainty3 /9

—

Promotion5 /9

—

Stress2 /9

—

Complexity4 /9

—

Since the quarter before · Q4 2025 → Q2 2026

Guidance maintainedDemand ~~stable~~acceleratingMargins ~~stable~~contractingPricing ~~stable~~raisingBacklog growing⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up ahead✓ Early product, fast growth

Notable checks detected

Does the operator announce more than five questioners?
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 mention a queue or "next question" more than three times?

ScreenersHigh Candor Skeptic Reassured Critic Ammunition Volume Step-Up Early Product, Fast Growth Raising Prices Margins Contracting Demand Accelerating

Lab panel · Q2 2026 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.

7 flags on this call

LanguageResultTypical range · middle half of all callsFlag

AI mentionsTimes management said AI, generative, LLM or agentic.10 mentions

typical 0–0

"Great question"Management praising a question before answering it.1 times

typical 0–1

—

Thank-yousEvery thanks on the call, in both directions.13 times

typical 13–31

—

BuzzwordsSynergies, headwinds, flywheels, best-in-class and friends.2.3 /1k words

typical 0.6–1.8

HedgesSort of, kind of, roughly, I think, probably.9.7 /1k words

typical 5.5–10.5

—

SuperlativesRecord, unprecedented, tremendous, incredible.1.6 /1k words

typical 0.3–1.2

Outside forcesMacro, weather, currency, tariffs, supply chain.4 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.30.1 /1k words

typical 21.2–35.3

—

"Excited"Excited, exciting, thrilled.5 times

typical 0–3

Script shareShare of the call spent on prepared remarks rather than questions.34% % of call

typical 35%–55%

—

CEO shareHow much of the talking the CEO did.56% % of mgmt words

typical 29%–68%

—

Longest answerThe longest single management answer in the Q&A.347 words

typical 249–461

—

Reading levelFlesch–Kincaid grade level of management answers.7.3 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.29 of 49

typical 16–30

—

DodgingQuestions declined, deferred or answered with a different question.9 of 15

typical 5–9

—

BlameResults attributed to weather, macro, currency or other outside forces.18 of 27

typical 3–12

HypeSuperlatives and excitement in management language.8 of 11

typical 2–8

—

Analyst pushbackHow hard the analysts pressed: follow-ups, two-part questions, challenges.8 of 22

typical 5–10

—

ConfessionAdmissions, apologies and self-corrections.6 of 11

typical 1–5

Call theaterStage management: operator mechanics, scripted cues, "color".22 of 33

typical 12–19

Capital returns talkAttention paid to buybacks, dividends, M&A and the balance sheet.5 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

Q2 2026 · 500 checks

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

Choose a past call

500checked

316detected

184not 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

YES Does anyone use "historically" or "traditionally" while defending a current practice? Activist · seen in 28.6% 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 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

YES Does an analyst ask a question spanning more than five sentences? 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 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

NO 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 NO

The model did not 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 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

YES Does any speaker use the word "obviously" at least twice? Air Traffic · seen in 55.8% 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 55.8% of calls 83.8% repeat consistency

YES Does anyone say "guidance" in the same sentence as a specific number? Air Traffic · seen in 56.4% 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 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

YES Does any analyst say "thank you" before asking their question? Air Traffic · 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 90.4% repeat consistency

YES Does any analyst name two or more executives when asking their question? 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 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

YES Does anyone say "the environment" when describing market conditions? Air Traffic · seen in 51.5% 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 51.5% of calls 83.9% repeat consistency

YES Does any executive use the word "momentum" at least twice? Air Traffic · seen in 29.5% 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 29.5% of calls 97.3% repeat consistency

YES Does an executive begin an answer with "Great question," "Thanks," or "Appreciate"? Air Traffic · 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 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

NO Does anyone use the phrase "on a comparable basis" or "adjusted for"? Air Traffic · seen in 17.6% 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 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

YES Does anyone use the phrase "as you know" to introduce a claim? Anthropologist · seen in 49% 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 49% of calls 90.7% repeat consistency

NO Does any speaker apologize without attaching a fix to the apology? Anthropologist · seen in 21.2% 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 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

YES Is there a request to move the call along or to the last question? Bankruptcy · seen in 20% 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% 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

YES Does an executive mention the weather? Bankruptcy · seen in 26.1% 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 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

YES Does any question include the word "color"? Clinical Trial · 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 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

YES Does an analyst use the word "clarification" or "clarify" in a question? Compliance · seen in 29.5% 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 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

YES Does the operator use the phrase "our final question" before closing? Compliance · seen in 12.9% 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 12.9% of calls 92.8% repeat consistency

YES Does anyone say "let me" at least three times? Compliance · seen in 32.5% 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 32.5% of calls 94.8% repeat consistency

YES Does the word "aggressive" or "aggressively" appear at least once? Compliance · seen in 35.4% 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 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

YES Does an analyst's question include a compliment followed by "but"? Compliance · seen in 14.1% 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 14.1% of calls 85.6% repeat consistency

YES Does the CFO use the word "sequential" or "sequentially" at least once? Compliance · seen in 31.5% 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 31.5% of calls 98.3% repeat consistency

YES Does any speaker say "with that" at least twice? Compliance · seen in 51.5% 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 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

YES 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 YES

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

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

YES Does anyone use the phrase "to be honest" or "frankly"? Couples · seen in 33.8% 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 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

YES Does someone use a personal anecdote rather than a metric to justify confidence? Couples · 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 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

YES Does an executive use the phrase "we're seeing" at least twice? Courtroom · seen in 53.4% 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 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

YES Does management use the word "confident" or "confidence" at least twice? Courtroom · seen in 53.4% 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 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

YES Does management promise to follow up or take a question offline? Courtroom · seen in 18.2% 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 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

NO Does anyone use the phrase "moving forward" or "go forward"? Courtroom · seen in 40.7% 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 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

NO Does anyone use the word "folks"? Courtroom · seen in 23.5% 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 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

YES Does an executive use the phrase "we believe"? Courtroom · 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 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

YES 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 YES

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

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

NO Does any analyst ask a question beginning with "just" (e.g., "just curious")? Debate · seen in 77.8% 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 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

NO 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 NO

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

Transcript-only check Detected in 52.9% 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

NO Does an executive begin an answer with "So" as the first word? Debate · seen in 68.4% 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 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

YES Does any executive say "let me" at least once? Debate · seen in 66.1% 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 66.1% of calls 94.5% repeat consistency

YES Does any question contain the word "specifically"? Debate · seen in 28.6% 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 28.6% of calls 90% repeat consistency

YES Does management use the word "momentum" at least twice? Debate · seen in 31.7% 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 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

YES Is the word "definitely" used by any speaker? Debate · seen in 41.6% 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 41.6% of calls 98.7% repeat consistency

NO Does the word "seasonality" appear? Debate · 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 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

YES Does anyone use the word "leverage" as a verb at least once? Debate · seen in 48.9% 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 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

YES Does any speaker say "obviously" two or more times? Discovery · seen in 61.8% 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 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

YES 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 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 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

YES 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 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 86.5% repeat consistency

YES 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 YES

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

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

YES Does the CFO use the phrase "free cash flow" at least once? Discovery · seen in 34.4% 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 34.4% of calls 98% repeat consistency

YES Does any executive use the word "momentum"? Discovery · seen in 51.2% 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 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

YES Does management reference "the macro environment" or "macroeconomic" at least once? Discovery · seen in 25.5% 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 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

YES Does any prepared remark mention "headwinds" or "tailwinds"? Discovery · seen in 33.1% 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 33.1% of calls 94.8% repeat consistency

YES Does any speaker say "with that, I'll turn it over"? Discovery · seen in 55.8% 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 55.8% of calls 83.5% repeat consistency

YES Does the CFO use the phrase "capital allocation"? Discovery · seen in 15.3% 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 15.3% of calls 99% repeat consistency

YES 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 YES

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

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

YES Does an analyst ask a two-part question containing the word "but"? Editor · seen in 74.2% 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 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

YES Does anyone say "thank you" at least ten times in the transcript? Editor · 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 81.8% repeat consistency

NO Does an executive use the phrase "if you look at" at least twice? Editor · 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 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

YES Does management use the word "headwind" or "headwinds"? Editor · seen in 42.1% 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 42.1% of calls 97.6% repeat consistency

YES Does any speaker use the word "tailwind" or "tailwinds"? Editor · 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 99.7% repeat consistency

YES Does any speaker use the word "momentum"? Editor · seen in 52.8% 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 52.8% of calls 98.7% repeat consistency

YES Does the word "investments" appear in the context of margins or costs? Editor · seen in 40.8% 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 40.8% of calls 88% repeat consistency

NO Does anyone mention "FX" or "foreign exchange"? Editor · seen in 27.4% 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 27.4% of calls 98.7% repeat consistency

NO Does the word "efficiency" or "productivity" appear at least twice? Editor · 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 96% repeat consistency

YES Does an analyst thank the executives or congratulate them before asking a question? Editor · seen in 74.7% 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 74.7% of calls 91.9% repeat consistency

YES Does an executive say "great question" or "thanks for the question"? Editor · seen in 40.2% 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 40.2% of calls 89.9% repeat consistency

YES 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 YES

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

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

YES Does the phrase "going forward" appear at least twice? Editor · seen in 30.1% 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 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

YES 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 YES

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

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

YES Does the CEO's prepared remarks mention "macro" or "macroeconomic"? Editor · seen in 19.5% 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 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

NO Does the word "temporary" or "transitory" appear? Editor · seen in 18.6% 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 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

YES Does anyone say "thank you" at least ten times across the call? Fact Checker · seen in 67.1% 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 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

YES Someone uses the word "honestly," "frankly," or "to be clear." Forensic · seen in 44.9% 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 44.9% of calls 96% repeat consistency

NO Does anyone use the word "ecosystem" or "platform" without a number attached? Forensic · seen in 60.6% 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 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

YES Does a speaker say "let me" at least twice in the transcript? Forensic · seen in 49.3% 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 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

YES Does anyone mention "weather" as a factor affecting results? Forensic · seen in 19.1% 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 19.1% of calls 95.7% repeat consistency

YES Does an executive say "thank you" to the analyst before answering a question? Forensic · seen in 46.7% 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 46.7% of calls 81.9% repeat consistency

YES Does any speaker say "great question" or similar praise of a question? Forensic · seen in 37.4% 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 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

YES Does the operator say "our final question" or similar? Hostage · seen in 18.1% 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 18.1% of calls 92.3% repeat consistency

YES Does the word "opportunity" or "opportunities" appear at least five times? Hostage · seen in 58.7% 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 58.7% of calls 92.3% repeat consistency

YES Does the word "clearly" appear at least twice? Hostage · seen in 24.8% 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 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

YES Does the operator announce more than five questioners? Insurance · seen in 64.7% 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 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

YES 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 YES

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

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

YES 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 YES

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

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

YES Executive corrects an analyst's premise. Insurance · seen in 60% 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% 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

YES Executive uses the word "excited" more than twice. Insurance · seen in 27.7% 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 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

NO Does an analyst begin with a compliment, such as "great quarter" or "congrats"? Insurance · 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 93.9% repeat consistency

YES Does an executive say "we said" when recalling prior statements? Insurance · 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 89.7% repeat consistency

YES Does any analyst begin their turn with "thanks" or "thank you"? Insurance · seen in 71.8% 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 71.8% of calls 89.9% repeat consistency

YES Does the word "headwind" or "tailwind" appear at least twice? Insurance · seen in 36.1% 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 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

YES Does any analyst address a question to two or more executives by name? Insurance · seen in 33.6% 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 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

YES Does any executive say "we feel" rather than "we believe" or "we think"? 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 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

NO Does anyone say "we are pleased" or "we're excited"? Insurance · seen in 75% of calls

How to read this NO

The model did not 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% of calls 94.3% repeat consistency

YES Does anyone use the word "leverage" (financial or metaphorical)? Insurance · seen in 72.8% 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 72.8% of calls 95.7% repeat consistency

YES Does an analyst thank management before asking their question? Insurance · seen in 60.9% 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 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

YES Does the phrase "year over year" appear at least three times? Insurance · 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 90.6% repeat consistency

YES Does management use the word "leverage" or "leveraging" at least twice? Insurance · seen in 51.1% 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 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

NO Does anyone use the phrase "best-in-class" or "industry-leading"? Insurance · 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 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

NO Does the phrase "the team" appear at least twice in management remarks? Insurance · seen in 41.2% 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 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

YES Does management use the phrase "we believe" at least three times? Insurance · seen in 54% 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% 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

YES Does the word "macro" or "macroeconomic" appear at least twice in the call? Insurance · seen in 23.1% 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 23.1% of calls 99.3% repeat consistency

NO Does the transcript contain the word "typically" at least twice? 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 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

YES Does any speaker use the phrase "going forward"? Insurance · seen in 61.4% 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 61.4% of calls 88% repeat consistency

YES Does management use the phrase "going forward" at least twice? Insurance · seen in 24.9% 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 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

YES 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 YES

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

Transcript-only check Detected in 16.8% of calls 94% repeat consistency

YES Does the CFO's prepared section mention interest expense by name or figure? Insurance · seen in 31.7% 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 31.7% of calls 97.7% repeat consistency

YES Does the word "volatility" appear? Insurance · seen in 28.6% 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 28.6% of calls 99.3% repeat consistency

YES Executive mentions a hobby or personal anecdote. Insurance · seen in 16.7% 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 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

YES Does the phrase "the macro" or "macro environment" appear? Insurance · seen in 19.7% 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 19.7% of calls 93.6% repeat consistency

YES Does the phrase "our team" appear at least twice? Insurance · seen in 32.9% 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 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

YES Is the word "flexibility" or "flexible" used at least once? Insurance · seen in 44.4% 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 44.4% of calls 99.7% repeat consistency

YES Does anyone say "takeaway," "take out," or "take rate"? Insurance · seen in 17.8% 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 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

YES Does any analyst reference the CEO or CFO by first name? Interrogator · seen in 79.6% 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 79.6% of calls 93.8% repeat consistency

YES Does anyone say "obviously" at least three times? Interrogator · seen in 43.3% 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 43.3% of calls 86.9% repeat consistency

YES Does anyone use the word "pipeline" at least twice? Interrogator · seen in 37.8% 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 37.8% of calls 98.3% repeat consistency

YES Does anyone say "moving on" or "let me turn it over" during prepared remarks? Interrogator · 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 88.3% repeat consistency

NO Does an analyst ask a question starting with "just"? Linguist · 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 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

YES Does any executive use the phrase "year over year" at least three times? Linguist · seen in 41.8% 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 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

YES 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 YES

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

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

YES Does the word "invest" or "investment" appear at least five times in the transcript? Negotiation · 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 92% repeat consistency

YES Does the CFO handle a strategic question instead of a financial one? Negotiation · seen in 58.9% 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 58.9% of calls 86.3% repeat consistency

NO Does an analyst flatter management within their first sentence of speaking? Negotiation · seen in 46.6% 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 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

YES Does anyone use the phrase "underlying" to modify a business metric? Negotiation · seen in 38.3% 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 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

YES Does the word "macro" or "macroeconomic" appear in the transcript? Negotiation · seen in 39.9% 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 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

YES Does the CEO begin an answer with "look" or "listen"? Negotiation · seen in 21.3% 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 21.3% of calls 94.7% repeat consistency

YES Does the word "inflation" appear anywhere in the transcript? Negotiation · seen in 36.9% 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 36.9% of calls 98% repeat consistency

YES 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 YES

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

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

YES Does the CEO mention their own tenure or years of experience unprompted? Negotiation · seen in 19.9% 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 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

YES Does anyone blame weather, holidays, or calendar quirks unprompted? Poker · seen in 35.6% 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 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

NO Does the word "dividend" appear? Private Credit · seen in 45.5% 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 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

YES Does anyone cite a percentage of revenue from a specific segment? Private Credit · seen in 40.3% 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 40.3% of calls 92.6% repeat consistency

YES Does the word "challenge" or "challenging" appear at least once? Private Credit · seen in 68.6% 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 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

YES Does the phrase "year over year" appear? Private Credit · 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 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

NO Does the transcript mention refinancing, maturity dates, or debt coming due? Private Credit · 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% repeat consistency

NO Does anyone mention selling assets, real estate, or equipment to raise cash? Private Credit · 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 90.7% repeat consistency

YES Does anyone reference "the macro" or "macro environment"? Private Credit · seen in 26.5% 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 26.5% of calls 91% repeat consistency

YES Is the word "capacity" mentioned? Private Credit · seen in 55.7% 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 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

YES 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 YES

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

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

NO 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 NO

The model did not 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 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

YES Does an executive open their first answer by thanking the analyst? Private Credit · seen in 37.1% 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 37.1% of calls 94.6% repeat consistency

YES Does any analyst's question include the word "capex" or "cash flow"? Procurement · seen in 38.5% 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 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

NO Does the word "core" appear at least twice? Procurement · seen in 44% of calls

How to read this NO

The model did not 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% 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

YES 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 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 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

YES Does the CFO's prepared remarks exceed 1,000 words? Project · seen in 40.9% 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 40.9% of calls 89.3% repeat consistency

NO Does any speaker say "if you look at"? Project · seen in 54.1% 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 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

YES Does any speaker use the phrase "tailwind" or "tailwinds"? Project · 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 99.7% repeat consistency

NO Does management use the phrase "balance sheet" at least twice? Project · seen in 41.1% 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 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

YES Does any speaker say "structurally" or "secular"? Project · seen in 13% 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 13% of calls 97.9% repeat consistency

YES Does the operator say "our next question" two or more times? Scientist · seen in 73.5% 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 73.5% of calls 85.6% repeat consistency

YES 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 YES

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

Transcript-only check Detected in 25.7% of calls 95.2% repeat consistency

YES 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 YES

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

Transcript-only check Detected in 23.9% of calls 94.2% repeat consistency

YES Does an analyst preface a question with "quick" or "quickly"? Screenwriter · seen in 56% 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 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

YES Does the phrase "thank you" appear more than ten times? Screenwriter · seen in 62.8% 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 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

YES Does management use the word "guidance" at least twice? Screenwriter · 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 95.5% repeat consistency

YES 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 YES

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

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

NO Does any single analyst ask more than two questions during the whole call? Screenwriter · seen in 86.6% 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 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

YES Is the word "headwinds" or "tailwinds" used? Screenwriter · seen in 41.8% 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 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

NO 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 NO

The model did not 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 96.7% repeat consistency

YES Does the phrase "going forward" appear? Screenwriter · seen in 62.9% 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 62.9% of calls 87.6% repeat consistency

NO Does anyone say "coming back" or "circling back" to take a follow-up? Screenwriter · seen in 11% of calls

How to read this NO

The model did not 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% 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

YES Does any executive say "we believe" at least twice? Screenwriter · 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 92.8% repeat consistency

YES Does management use the phrase "going forward"? Screenwriter · seen in 56.2% 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 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

YES Does anyone use the phrase "at the end of the day"? Screenwriter · seen in 12.5% 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 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

YES Does any executive use the phrase "our team"? Screenwriter · seen in 50.8% 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 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

YES Does anyone use the phrase "on a year-over-year basis"? Screenwriter · seen in 18.9% 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 18.9% of calls 93.6% repeat consistency

YES Is the word "excited" or "exciting" used by management at least twice? Semiotician · seen in 45.8% 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 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

YES Does any analyst use the word "clarify" or "clarification"? Semiotician · seen in 32.9% 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 32.9% of calls 98.7% repeat consistency

YES Does the word "obviously" appear at least twice? Semiotician · seen in 57.9% 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 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

YES Does anyone use the word "actually" at least three times? Semiotician · seen in 46.2% 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 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

NO Does the operator run out of queued questions and close early? Semiotician · seen in 34.3% 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 34.3% of calls 83.5% repeat consistency

YES Does any analyst apologize or preface with "sorry" before asking? Semiotician · seen in 32.8% 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 32.8% of calls 92.9% repeat consistency

YES Is the word "excited" used by the CEO more than the word "confident"? Semiotician · seen in 33.1% 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 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

YES Does the word "tailwind" or "headwind" appear? Semiotician · seen in 52.2% 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 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

YES Does an analyst apologize before or during their question? Semiotician · seen in 32.8% 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 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

YES Does anyone say "from a ... perspective" (e.g., "from a margin perspective")? Semiotician · seen in 56.9% 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 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

YES 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 YES

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

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

NO Is there a mention of "FX," "currency," or "foreign exchange"? Semiotician · seen in 39.5% 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 39.5% of calls 98.7% repeat consistency

NO 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 NO

The model did not 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 96.2% repeat consistency

YES Does the word "leverage" appear at least twice? Semiotician · seen in 52.1% 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 52.1% of calls 94.5% repeat consistency

YES Is the word "leverage" used at least three times? Semiotician · seen in 37.8% 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 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

YES Does any speaker say "great question" or thank the analyst before answering? Semiotician · seen in 51.8% 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 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

YES Does any speaker say "going forward"? Semiotician · seen in 61.4% 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 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

YES Is the word "momentum" used without a stated metric attached to it? Semiotician · 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 92.7% repeat consistency

YES Does the word "macro" appear at least twice? Semiotician · seen in 21.9% 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 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

YES Is the word "visibility" used at least once? Semiotician · seen in 34.1% 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 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

YES Does anyone say "we take that seriously" or "we're very focused on"? Semiotician · seen in 18% 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% 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

NO Does management say "the team" at least twice? Semiotician · seen in 31.9% 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 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

YES Does management use the phrase "on a year-over-year basis"? Semiotician · seen in 16.9% 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 16.9% of calls 96.6% repeat consistency

YES Does any single speaker say "right?" as a tag question at least once? Semiotician · seen in 34% 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% of calls 87.5% repeat consistency

NO Does management use the phrase "on a consistent basis" or "consistently"? Semiotician · 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 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

YES Does management use the phrase "strategic" at least twice? Semiotician · 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 97.3% repeat consistency

YES Does any speaker describe a business unit as "healthy"? Semiotician · seen in 13.3% 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 13.3% of calls 92.7% repeat consistency

YES Does any speaker use the word "fundamentals"? Semiotician · seen in 17.8% 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 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

YES Does the operator mention a queue or "next question" more than three times? Simultaneous · seen in 74.2% 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 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

NO Does anyone say "if you look at" before citing a number? Simultaneous · 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 81.6% repeat consistency

YES Does the phrase "last question" or "final question" appear? Simultaneous · seen in 50.4% 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 50.4% of calls 91.6% repeat consistency

YES Does the word "clearly" appear anywhere in the transcript? Simultaneous · seen in 50.9% 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 50.9% of calls 96.3% repeat consistency

NO Does the CEO speak first among named executives in the Q&A? Simultaneous · seen in 68.3% 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 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

YES Does the phrase "going forward" appear at least once? Simultaneous · 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 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

YES Does the CEO use the word "incredibly" at any point? Simultaneous · seen in 15% 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 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

YES Does the word "transformation" or "transformational" appear? Simultaneous · 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 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

YES Is the word "capacity" used more often about factories than about people? Supply Chain · seen in 26.2% 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 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 ABM calls. Open a question to read the model's original reasoning.

233 saved explanations · 231 questions

NO Answers go deeper than the script: questioning keeps surfacing new concrete detail behind a positive development — compa Q1 2022 · 3 archived calls

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ1 2022 · 2022-03-08

We need answer only YES or NO. Need evaluate both gates. We need analyze transcript. Need determine Gate1: positive current development, Q&A adds more concrete operating detail than prepared remarks. Gate2: main positive development is company-created/controlled engine, not external. Let's parse. Company ABM. Prepared remarks: strong Q1, organic growth 9%, revenue up 30%, EPS above. Segments: B&I, Aviation, M&D, Education, Technical Solutions. Labor environment. Able integration, Elevate. E-mobility in Technical Solutions: robust demand, largest portion of ATS backlog, programs with auto OEMs, municipalities, corporate fleets. EV charging installations. Also sustainability. Q&A: Analysts ask about guidance, margins, M&D growth, Education margins, Technical Solutions/e-mobility, EV charging cross-selling, labor. Gate1: Is there a positive current development where Q&A adds more concrete operating detail than prepared remarks? Need identify. E-mobility/EV charging is positive current. Prepared remarks: "Technical Solutions is seeing robust demand in the e-mobility market. E-mobility has grown from a small service line to the largest portion of ATS's backlog. We have programs with several auto OEMs to install EV charging stations in their dealer networks, and we are winning new business with municipalities and corporate fleets. We expect demand to rise as funds... The transition to electric vehicles is just getting started, and we aim to capitalize... include initial design and service and maintenance, complementing our EV installation services." That's fairly detailed. Q&A: Andrew asks about Technical Solutions, e-mobility, size, seasonality. Scott answers: "it will take a couple of years for seasonality to go. It's still nascent. We did about $40 million or so of EV charging last year, and it could be triple that, could be even more. This is a field we're going to put resource around. Mostly focused on installations, which is lower margin, margins replicate janitorial vs traditional TS. I think of installation as centerpiece of e-mobility ecosystem, opportunity to do design work prior to installation, with bundled energy solutions. After installed, ability to do maintenance, recurring revenue, even procure power. May not self-perform, partnerships. Starting from position of strength, number 1 installer in country. Strong growth over next 2-3 years.

NOQ2 2017 · 2017-06-08

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. The call: Q2 2017. Management discusses 2020 Vision, The ABM Way, standard operating practices, pilots, procurement savings, etc. Analysts ask about standardization of labor practice opportunity, Government sale, emerging industries, tag revenue, Aviation growth, personnel changes. Need see if there is a positive current development with Q&A adding concrete operating detail beyond prepared remarks. Gate 1: Is there positive current development where Q&A discussion produces more concrete operating detail than prepared remarks? Need multiple exchanges additive. Let's examine Q&A. First analyst Michael Gallo asks about standardization of labor practice opportunity, how big, spread. Scott answers: "it is early days. But in some of the pilots, Mike we’ve seen as much as a 400 basis points spread in some jobs. And it really depends on the market... when you're well organized, when you have your labor schedules, when you kind of re-ground and re-plan a building, you get opportunities and you get optimization... we are working on this team cleaning concept and it has just so many benefits... safety and risk... energy impact." This is somewhat specific: 400 bps spread in pilots, team cleaning concept. But is this a current development? The ABM Way is being deployed, pilots in three markets, targeting 350 underperforming locations. Prepared remarks already said "We have already begun to capture savings" and "learnings from pilots." Q&A adds 400 bps spread and team cleaning concept. But only one exchange? Then follow-up from Michael about emerging industries, not same development. So only one exchange about labor standardization. Gate 1 requires across multiple exchanges. Maybe other positive developments probed: Aviation growth, tag revenue, Technical Solutions. Let's see. Second analyst Jeff Kessler asks about Government sale, then about overlap between Technical Solutions and Emerging, then about lost contract, then about verticals. These are not necessarily positive current development with additive detail. Answers are general. Third analyst Marc Riddick asks about tag revenue progress and tools. Anthony: "tag revenue was in line with our expectations.

NOQ2 2016 · 2016-06-09

We need answer only YES or NO. Need evaluate both gates. We need parse transcript. Positive current development: ABM transformation 2020 Vision, savings realized, organizational design complete, new hires. Also ABES technical services strong growth, Air Serv double digit. Q&A probes: ABES growth, technical services verticals, cross-selling, account migration. Need see if Q&A adds concrete operating detail beyond prepared remarks. Gate1: Is there positive current development where Q&A produces more concrete operating detail than prepared remarks? Prepared remarks already mention ABES outstanding quarter, strong revenue growth, expect continue, comps normalize. Q&A: Joe Box asks about BESG tough comps, Anthony says ABES organic growth ~25% in quarter, end-users education sector, energy efficiency work. That is new specific detail: 25% organic growth, education sector. Scott adds aviation, government, hi-tech cross-selling opportunities. But is that "current development" being probed? The development is ABES growth. Q&A adds: organic growth 25%, education sector, cross-selling potential. But cross-selling potential is future opportunity, not current. The 25% growth is current. Also Air Serv? Not probed much. Transformation savings? Q&A about guidance timing, not operations. The main positive current development could be ABES technical services growth. Q&A adds concrete detail: 25% organic growth, education sector, project-level energy efficiency work. That is substantive and additive. Multiple exchanges? There are two exchanges about BESG/ABES: Joe Box first asks about BESG tough comps, Anthony says growth but less, Scott says actual results strong. Then Jeff Kessler asks about BESG divisions and expansion verticals, Scott discusses healthcare, government, ABES; then asks what areas driving technical services growth, Scott says aviation, government, hi-tech cross-selling. That is more about future opportunities, not current. But the 25% organic growth and education sector is new. Is that enough? Need see if multiple exchanges add. The first Q&A about BESG: Anthony says ABES organic growth roughly 25%, end-users education, energy efficiency. That's one exchange. Later Jeff asks about technical services growth areas, Scott says aviation, government, hi-tech cross-selling, but that's potential, not current.

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NO Committed past the numbers: an irreversible step recently taken, sized beyond what reported results justify, grounded in Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to answer YES or NO based on the transcript. The question asks: Does management describe at least one recent, irreversible (or hard-to-reverse) commitment the company has already made — real money spent or contractually obligated, capacity or facilities being built or converted, people hired or teams stood up, supply or inventory locked in, obligations signed, or another concrete step already executing — that is plainly sized for a larger level of business than the reported results show, AND does management justify that commitment by pointing to business it can already observe — actual orders, customers, contracts, volumes, usage, or activity that has already arrived, already been won, or is already growing now — rather than by market size, industry forecasts, or hoped-for demand? We need to look for a commitment that is real, recent, already in motion, and justified by observed business. In the transcript, management discusses various initiatives. Key points: 2020 Vision, The ABM Way, standard operating practices, pilots, etc. They talk about implementing The ABM Way, which involves standard operating practices, account planning, labor management, etc. They mention they have already begun to capture savings. But is that a commitment sized for larger business? It's more about operational efficiency, not necessarily expanding capacity. They also mention the sale of Government Services, which is a divestiture, not a commitment to larger business. They mention CapEx outlook revised to $50-60 million, but that's not described as a commitment to larger business. They mention the sales force project with software and applications to accelerate sales, monitor pipeline, manage customer engagement. That is a project kicked off, but is it sized for larger business? It's more about improving sales process. They say "we have kicked off the project with sales force, develop a customized solution involving software and applications to accelerate sales, monitor our pipeline, and manage our customer engagement." That is a commitment, but is it justified by observed business? They don't point to specific orders or growth that justifies it. They talk about tag revenue being in line with expectations, but not a specific observed demand that justifies the investment. They also mention IT investments, cloud-based solutions, etc., but those are more about infrastructure.

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NO Exit rate above the print: management says the business is already running hotter than the reported period shows Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to determine if management conveys that the pace of business as the company exits the reported period is meaningfully higher than the average pace the reported results show. The question asks: does management describe how activity strengthened during the period or has continued strengthening just after it, such that the just-reported numbers understate the level the business is already operating at right now? We need to look for evidence in the transcript. Management discusses the quarter's results, but do they mention any intra-period acceleration or exit run-rate? They talk about momentum, but is it specific to the period? They mention "momentum and the intensity continuous" but that's about the 2020 Vision initiatives, not necessarily business activity. They also discuss the ABM Way implementation, but that's about operational changes, not necessarily revenue pace. They mention that the second quarter had two less working days, which positively impacted margins, but that's a calendar effect. They also mention that they are raising guidance due to better than expected overhead savings and taxes, not necessarily due to accelerating business activity. They discuss Aviation growth, but they also mention disappointment in domestic aviation operating profit. They talk about new business wins in the UK, but that's within the quarter, not necessarily an exit rate. The key is: does management say that the current pace (as of the end of the period or just after) is higher than the average for the period? They don't explicitly say that. They talk about the next 12-18 months being important for implementation, but that's forward-looking. They don't provide evidence of intra-period acceleration or an exit run-rate. They mention that they are "more in line on our path to EBITDA margin improvement" but that's about future expectations. There is no mention of month-by-month improvement, sequential growth, or that the last month was stronger than the average. They don't say "we exited the quarter at a higher run-rate" or anything like that. They do mention that they are raising guidance, but that's based on better than expected overhead savings and taxes, not necessarily on business momentum. Thus, the answer is NO. The management does not convey that the pace of business as the company exits the reported period is meaningfully higher than the average pace.

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NO Running ahead of their own plan — and management has already acted on it Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to answer YES or NO based on the transcript. The question asks: does management indicate that some REAL, OPERATING part of the business performed AHEAD of management's OWN prior expectations, plan, or timeline in the period just reported — and has the company ALREADY TAKEN at least one concrete action in response to that favorable surprise? We need to find in the transcript where management admits a favorable operating surprise (not just financial results vs guidance) and then describes a concrete action already taken in response. Let's scan the transcript. Scott Salmirs says: "Our operational performance was largely an expansion of the momentum we saw during the first quarter of this year." He mentions strong topline performance from Aviation and Technical Solutions. He says "We had solid operational implementation, which was positively impacted by two less working days during the quarter." That's a timing benefit, not a surprise. Later, Scott discusses The ABM Way: "We have already begun to capture savings and we’re confident that our financial projections for the current year will include benefits from The ABM Way." That's about savings, not a surprise. He says: "The learnings from the pilots have strengthened our resolve that The ABM Way is the path to our future success. I will say though, implementing The ABM Way is more complex than we originally thought." That's a negative surprise (more complex), not favorable. He says: "So am I more confident than ever that we will get there? 100%. Is it more complex and will take a little more time than we expected? 100%." That's a negative surprise. Anthony Scaglione discusses results. He says: "Total revenues for the quarter were $1.3 billion, up 4.2% versus last year driven by organic growth of 3.6% or 4.4% excluding FX." That's just reporting. He says: "Our income from continuing operation was $31.6 million or $0.56 per diluted share versus $6.8 million or $0.12 per diluted share last year. On an adjusted basis, our income from continuing operations was $27.8 million or $0.49 per diluted share versus $17.7 million or $0.31 per diluted share." That's financial results. He says: "The year-over-year increase in the EPS was primarily due to two less working days during the quarter, higher revenue contribution and the impact of 2020 Vision or saving and procurement initiative." That's not a surprise.

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NO Repeat pull from proven relationships plus room left: the installed base is expanding on its own initiative and is still Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to determine if management describes existing customers/accounts taking more on their own initiative, and that these relationships remain lightly penetrated. Look for evidence. From transcript: Scott Salmirs mentions "expansion of jobs with existing clients" in B&I. Aviation: "expansion of our passenger services, cabin cleaning, parking and transportation services" and "new business growth in our UK operation" but also "expansion with existing clients" in US. Also "existing contracts as airlines are growing in airports, they're expanding our contract." That indicates existing customers expanding scope. Also "expansion of jobs with existing clients" for B&I. Also "expansion of our passenger services, cabin cleaning, parking and transportation services" - that's expansion of services with existing? It says "Domestically growth stem from expansion of our passenger services, cabin cleaning, parking and transportation services." That could be existing customers taking more services. Also "we had expansion not only with clients, but with services" in UK. And "the majority being expansions with existing clients where we have density in an airport and the clients are coming to us and saying, since you do this thing and this thing, why don't we give you this other service." That is clearly existing customers taking more scope on their own initiative. Now second half: lightly penetrated? Management says "we see tremendous whitespace for each of these industries" for Emerging Industries. Also for Technical Solutions cross-selling into education. Also for Aviation? They say "we firmly believe the Aviation segment will yield rewarding results, it will take time to drive improvement" but that's about margin. For existing relationships, do they say there's still room? They mention "tremendous whitespace" for Emerging Industries. Also for Technical Solutions "tremendous opportunity for Technical Solutions to continue to penetrate the education market." That's about new markets, not necessarily existing relationships. But for existing customers, they talk about expansion with existing clients and that they are "encouraged" and "we have a lot of work ahead" but not explicitly that these relationships are lightly penetrated. However, the overall theme is that they are in early stages of 2020 Vision and standard operating practices, and they see more opportunity.

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NO Promise already turning into fact: management shows the thing it told investors was coming is now measurably arriving, a Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need answer only YES or NO. Need analyze transcript. Need determine if management points to growth-bearing development previously told investors to expect, and now actual current-period activity confirms at/beyond pace, and still early. Let's parse. The call discusses 2020 Vision, The ABM Way, standard operating practices, pilots, etc. Did management previously tell investors to expect growth-bearing development? They mention "As you know Phase II involves optimization... The ABM Way... We commenced deployment during first two quarters... pilots... targeting underperforming locations. We have already begun to capture savings and we’re confident that our financial projections for current year will include benefits from The ABM Way." This is about margin improvement, cost savings, not necessarily growth-bearing? It is operational changes, standard practices, labor management. The question asks growth-bearing development in business, not cost program. The ABM Way is about margin improvement, not growth. But maybe "growth-bearing" could include margin? No, it says growth of business, ramp, launch, recovery, adoption, expansion, capacity fill, customer conversion. The ABM Way is cost/margin. Also they mention "tag revenue" and sales force tool. Did they previously tell investors to expect? They say "we're still operating under the same tag process. So the technology that we're implementing with sales force that will be fully engage beginning a next fiscal year should allow us to interact with our customers more, have better penetration from a tag standpoint." This is future, not current confirmation. Also "tag revenue was in line with our expectations" but no prior expectation set? They say "in line with our expectations" but not necessarily previously communicated. Also "Aviation" growth? They mention strong topline growth, but no prior expectation. "Technical Solutions" growth? No. Need identify if management refers back to prior expectation. They say "As you recall, when we first established our new structure last year, we benefited from timing related to investments in IT and HR because we were taking the necessary time to evaluate our investments..." Not growth. "As we announced last quarter, we have kicked off the project with sales force..." That's a project, not growth-bearing development? It's a tool to accelerate sales, but not yet deployed.

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NO Tone of discovery: management sounds newly surprised by its own business in a favorable direction Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to determine if management's own account carries a genuine note of favorable surprise about its own business. The question asks: does management describe at least one real, current development using language of discovery rather than confirmation, conveying that what is happening exceeded, arrived sooner, or took a different and better shape than what management itself had assumed, and does management ground that surprise in concrete things that already happened while indicating the drivers behind it are still in effect? We need to look for instances where management expresses surprise or updates their mental model upward based on recent events. The transcript includes statements from Scott Salmirs and Anthony Scaglione. They discuss the quarter's results, 2020 Vision, The ABM Way, etc. They mention raising guidance due to better than expected overhead savings and taxes. But that might be financials versus guidance. However, they also discuss operational performance. For example, Scott says: "I’m really pleased with the quarter. Our operational performance was largely an expansion of the momentum we saw during the first quarter of this year." That's not surprise, just satisfaction. They talk about The ABM Way: "The learnings from the pilots have strengthened our resolve that The ABM Way is the path to our future success. I will say though, implementing The ABM Way is more complex than we originally thought." That is a negative surprise (more complex) but not favorable. They also say: "So am I more confident than ever that we will get there? 100%. Is it more complex and will take a little more time than we expected? 100%." That is a mixed surprise, not favorable. They mention Aviation: "we were disappointed with our domestic aviation operating profit" - that's negative. They mention Technical Solutions: "Higher project revenues in addition to $3 million incremental revenue from acquisitions drove this performance." No surprise. They mention the Government Services sale: "we close the sale of Government Services on May 31 for pretax cash proceeds of $35.5 million." That's a transaction, not a surprise. They mention tax benefits: "recognition of tax benefits related to tax incentivize, energy-efficient project in our Technical Solutions also referred to as 179B credits." That might be a favorable surprise but it's a tax benefit, not operational.

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NO Betting on a customer they cannot yet name: management describes committing real resources to a counterparty relationshi Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to determine if the transcript contains a situation where management describes a commercial relationship with a deliberately unnamed counterparty, with a reason given, and the company is already committing real resources, and the payoff is ahead and significant. Let's analyze the transcript. The call discusses ABM Industries' Q2 2017 results. Key topics: 2020 Vision, The ABM Way, segment performance, divestiture of Government Services, guidance, etc. We need to look for any mention of a specific customer, partner, or program that is deliberately unnamed with a reason. The transcript mentions "a large contract" in Emerging Industries, but that is not necessarily unnamed with a reason. It says "we lost a large contract" and "a high-tech janitorial contract" and "certain education facilities service contracts" - these are described but not with a deliberate withholding reason. They are just described generically. There is also mention of "a joint venture with an Aviation client internationally" in the context of the Government sale. But that is not a new relationship. The question asks: "On this call, does management describe a COMMERCIAL RELATIONSHIP OR PIECE OF BUSINESS WHOSE COUNTERPARTY IT DELIBERATELY WILL NOT NAME OR FULLY DESCRIBE — because of confidentiality, the counterparty's own wishes, competitive sensitivity, or non-disclosure obligations — AND make clear that the company is ALREADY COMMITTING REAL RESOURCES to serve it, with the associated business still largely ahead of the reported results?" We need to find if there is any such situation. The transcript does not seem to have any explicit statement like "we cannot name the client due to confidentiality" or "a major customer we are not at liberty to disclose." There is no mention of a specific unnamed counterparty that is being deliberately withheld. The references to "a large contract" are not presented as confidential; they are just losses. The company talks about its business segments and growth, but no specific unnamed customer is highlighted as a major opportunity with resources committed. Also, the question requires that the company is already committing real resources to serve it, and the payoff is ahead. There is no such description. The only forward-looking items are about The ABM Way and technology investments, but those are not tied to a specific unnamed counterparty.

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NO Cost of hesitation just flipped: management describes buyers no longer able to wait out the decision Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need answer YES/NO based on transcript. Need determine if management describes that buyers have recently lost ability to postpone decision, cost of delay increased, and real behavior showing business. Let's examine transcript. Management discusses 2020 Vision, standard operating practices, pilots, savings. They mention "underperforming locations", "account plans", "labor management". They talk about Aviation, Technical Solutions, Government sale. They mention "tag revenue" and sales force tool. They discuss "customers" in context of contracts lost/gained. They mention "loss of a high-tech janitorial contract" and "certain education facilities service contracts". They talk about "highly concentrated portfolio of customers" leading to volatility. They mention "we lost a large contract entering the year" and expect impact continue. They talk about "clients" and "expansion of jobs with existing clients". They mention "new business growth in UK", "expansion with existing clients". They talk about "customers" in context of "customer segmentation", "priorities vary by customer", "account planning process". They mention "sales force" tool to accelerate sales, monitor pipeline, manage customer engagement. They talk about "tag revenue" and "interact with our customers more". Question: Does management describe that buyers have recently lost ability to postpone decision? No. There is no mention of customers facing rising cost of delay, forced decisions, deferred purchases now being made, etc. Management talks about their own initiatives, growth, contracts. They mention "we lost a large contract" but that's about company losing business, not buyers forced to decide. They mention "expansion of jobs with existing clients" but not due to cost of delay. They mention "new business growth" but not because waiting became costly. They mention "tag revenue" but not about urgency. They mention "sales force" tool to improve sales, but not about buyers' cost of delay. They mention "2020 Vision" and "standard operating practices" but that's internal. No evidence of counterparties' option to do nothing becoming costly. No mention of recent change on buyer side. No mention of real behavior showing decisions forced. So answer NO. Need ensure not misled by "underperforming locations" etc. That's internal. "Customers" are mentioned but not in context of cost of delay.

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NO Selling out of one thing at a time: the company's growth is currently gated by a single identified bottleneck it is raci Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to answer YES or NO based on the transcript. The question asks: does management's account reduce the company's near-term growth to ONE IDENTIFIED BOTTLENECK? We need to check if there is a single named bottleneck that management identifies as the limiting factor, with demand settled and real, and widening that bottleneck is the present work. Let's review the transcript. Management discusses 2020 Vision, The ABM Way, standard operating practices, labor management, etc. They talk about implementing The ABM Way, which is complex, and they are piloting it. They mention that it's more complex than originally thought, and they are working on change management. They say "the next 12 months to 18 months will give us good line of sight to where even greater incremental margin improvement could lead." They talk about various initiatives: procurement, shared services, etc. But is there a single bottleneck? They mention "The ABM Way" as a set of standard operating practices. They say "implementing The ABM Way is more complex than we originally thought." They are piloting it in three markets and targeting underperforming locations. They say "we have already begun to capture savings." But is this a bottleneck? It's more of an operational transformation. They also mention Aviation segment had disappointing operating profit due to operational changes. They talk about "the institution of operational changes that Scott discussed earlier will benefit areas like Aviation." But they don't name a single specific choke point like a particular plant, input, people category, etc. They mention "labor management" as a key part, but it's not a single named bottleneck. They also mention "sales force" tool for tags, but that's for future. The question asks: "does management's account of the business reduce the company's near-term growth to ONE IDENTIFIED BOTTLENECK — a single specific thing that, in management's own telling, is the limiting factor on how much business the company can do right now — such that management discusses the company's future largely as a question of how fast that one bottleneck can be widened rather than as a question of demand, competition, or market conditions?" In the transcript, management talks about many things: revenue growth, segment performance, divestiture, guidance, etc. They don't seem to reduce everything to one bottleneck.

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NO Order-of-magnitude gap: the company is already serving a demand source whose scale dwarfs its own current business Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need answer YES or NO based on transcript. Need determine if management describes mismatch of scale: company already inside something enormous relative to its own business, with real business, and management draws size contrast as point. Let's examine transcript. Company ABM, facilities services. They discuss 2020 Vision, The ABM Way, standard operating practices. They mention "addressable spend" close to $1 billion? Actually "we initiated a procurement group to attack our close to of $1 billion in addressable spend." That's internal spend, not demand. They discuss segments. Aviation, Technical Solutions, etc. They mention "tremendous whitespace" for emerging industries. But is that a mismatch of scale? They say "we see tremendous whitespace for each of these industries." That's generic opportunity. Not specific. They discuss Technical Solutions cross sell into education. "tremendous opportunity for Technical Solutions to continue to penetrate the education market. That's a business where they've been able to succeed and win and we expect over the long-term that given our focus on education and our growth in that segment and the tremendous whitespace that there is a tremendous opportunity for Technical Solutions to cross sell into that space." This is about opportunity, not current scale mismatch. They discuss tag revenue, sales force tool. Not mismatch. They discuss Aviation: "we had expansion not only with clients, but with services. Now we're in cabin cleaning in the UK, which is massive for us, because prior to that we were pretty much isolated to airport work and less with the airlines. Now we are expanding to working with airlines. So we had a pretty significant win or more than one significant win with airlines in the UK." This is about new business, not scale mismatch. Question asks: Does management describe a MISMATCH OF SCALE between the company and the demand it is already serving — that is, does management convey that the company is currently supplying, serving, or participating in something whose size, spending, volume, or population is ENORMOUS RELATIVE TO THE COMPANY'S OWN CURRENT BUSINESS, such that even a modest further share of it would make the company several times bigger than it is today? Need find if management says something like "we are small relative to the market we serve" with concrete current participation.

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NO Reality beat their plan and they're leaning in: recent realized upside surprise, response underway, drivers still live Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need answer YES or NO. Need analyze transcript. Need determine if management recounts that something real in recent period turned out better than company itself expected/planned, and company already responding, cause still in effect. Let's parse. Management discusses 2020 Vision, The ABM Way. They say "We have already begun to capture savings and we’re confident that our financial projections for the current year will include benefits from The ABM Way." They say "The learnings from the pilots have strengthened our resolve that The ABM Way is the path to our future success. I will say though, implementing The ABM Way is more complex than we originally thought." That's worse than expected, not better. They raised guidance due to better than expected overhead savings and taxes, and 179B credits. But that's financial results vs guidance? They say "Given our operational performance during the first half of this year in addition to better than expected overhead savings and taxes, we are raising our full-year outlook..." This is better than expected overhead savings. Is that a realized favorable surprise? It's cost savings, not necessarily operating events? They mention "better than expected overhead savings" - company's own expectation. Response: raising guidance. Cause still in effect? They expect full-year benefits. But is this "real in recent period turned out better than company itself expected"? Yes, overhead savings better than expected. But is it a "realized favorable surprise" in management's own telling? They say "better than expected overhead savings" - yes. Response visible: raising guidance. Cause still running? They expect it to continue? They raised full-year outlook. But is this a one-time? It's cost savings, ongoing. However question says "surprise concerns real operating events such as demand, orders, adoption, sign-ups, volumes, utilization, customer behavior, a ramp or launch progressing, a recovery taking hold, a new offering being taken up, costs or timelines coming in better." Costs coming in better counts. So overhead savings better than expected is costs coming in better. But need "company already responding" - raising guidance is a response? It's a financial outlook change, not necessarily operational leaning in. But they also mention "we are raising guidance" due to better than expected overhead savings and taxes.

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NO Inheritance being cashed in: management is converting a long-held position into current business on purpose Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to determine if the transcript describes a phenomenon where the company is deliberately converting something it has long held or built into current business, with real present-tense business already coming from it, and management conveying that this conversion is still early relative to what the holding can yield. Let's analyze the transcript. The call is about ABM Industries' Q2 2017 results. They discuss their 2020 Vision, which involves restructuring and standard operating practices. They talk about "The ABM Way" - standard operating practices being deployed. They mention pilots and targeting underperforming locations. They say they have already begun to capture savings. They talk about the complexity and that it will take time. They mention that the next 12-18 months will give line of sight to incremental margin improvement. Is there any mention of converting a long-held asset, capability, relationship, etc.? They talk about their 2020 Vision, which is a transformation. They mention that they have reorganized the firm, built shared services, initiated procurement. They talk about "The ABM Way" as standard operating practices. They mention that they are implementing account plans, labor management protocols, safety programs, etc. They say they have begun to capture savings. But is this a conversion of something long-held? The company has been in business for a long time, but the 2020 Vision is a new initiative. They are not monetizing an existing asset like a patent, customer list, or land. They are improving operations. The "holding" might be their existing business and customer base, but they are not converting it into something new; they are optimizing it. The question asks about "deliberately converting something it has long held or long built into current business" - that is, an asset, position, capability, relationship, or body of work that the company accumulated over an extended period and that was NOT previously producing meaningful results is now being actively drawn on, monetized, or put to work. In the transcript, they talk about their "2020 Vision" and how they are implementing standard operating practices. They mention that they have "begun to capture savings" from The ABM Way. But is that a conversion of a long-held asset? They are not drawing on something they had before; they are implementing new practices.

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NO Quarter of firsts: the period's story is built from first-time events the company has never done before, now starting to Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need answer YES/NO based on transcript. Need analyze if management's account built around first-time events with both halves. Let's parse. Transcript: ABM Q2 2017 earnings. Management discusses operational performance, 2020 Vision, The ABM Way, divestiture of Government Services, new COO, etc. Need identify first-time events? They mention "We commenced deployment of The ABM Way during the first two quarters of the year by conducting pilots in three geographic markets as well as targeting now close to 350 underperforming locations outside of the pilot markets." That's a first? But it's a pilot, not necessarily real transactions? They say "We have already begun to capture savings" but not specific. Also "we kicked off a project with sales force, develop a customized solution..." That's planned, not accomplished. "We are now in cabin cleaning in the UK, which is massive for us, because prior to that we were pretty much isolated to airport work and less with the airlines. Now we are expanding to working with airlines. So we had a pretty significant win or more than one significant win with airlines in the UK." That is a first: first entry into cabin cleaning in UK? Actually "We are now in cabin cleaning in the UK" - new service for company? They say "prior to that we were pretty much isolated to airport work and less with the airlines. Now we are expanding to working with airlines." So first time doing cabin cleaning for airlines in UK? That's a genuine first. Also "We had a pretty significant win or more than one significant win with airlines in the UK." So multiple wins, repetition forming. Also "We are now in cabin cleaning in the UK" - first time. Is that prominent? It's part of Aviation growth. But is the call built substantially around first-time events? There is also "We closed the sale of Government Services on May 31" - that's a divestiture, not a first-time event? It's a transaction, but not a first of kind? Maybe first sale of a business? Not really. Another possible first: "We commenced deployment of The ABM Way" - standard operating practices, pilots. But that's a process, not a first-time event with real transactions? They say "We have already begun to capture savings" but no specifics. Also "we are now on to Phase II of 2020 Vision" - not a first-time event. Also "We are now in cabin cleaning in the UK" - that's a first.

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NO New leadership already changing what the company does, with early results showing Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to answer YES or NO based on the transcript. The question asks: Is the company being led by leadership that is RELATIVELY NEW TO ITS ROLE — a chief executive, operating chief, or equivalent top operator who has taken charge within roughly the last year or so — AND does that leadership describe CONCRETE CHANGES IT HAS ALREADY MADE to how the company operates, sells, invests, or is organized, with at least some EARLY REAL RESULTS from those changes already visible in the current business? We need to check the transcript. The call is ABM Industries Q2 2017. The speakers are Scott Salmirs (President and CEO) and Anthony Scaglione (EVP and CFO). Also Susie Choi (IR). There is mention of a new COO: Scott Giacobbe appointed as new COO, replacing Jim McClure who is retiring. But the question is about leadership that is relatively new to its role — chief executive, operating chief, or equivalent top operator who has taken charge within roughly the last year or so. The CEO Scott Salmirs has been in place for two years? Let's see: In the transcript, Scott Salmirs says: "Looking back, it's been exactly two years since Anthony and I greeted you all for the first time as we embark on a historic era of transformation here at ABM." So Scott Salmirs has been CEO for two years. That is more than a year. So the CEO is not new within roughly the last year. The COO is new: Scott Giacobbe appointed as new COO, but that announcement is on this call. He is taking over from Jim McClure who is retiring. But the question says "relatively new to its role" — the COO is just announced, so he hasn't taken charge yet? Actually, the announcement says "Scott and Jim will work together between now and the end of the fiscal year as we transition this very important role carefully and methodically." So Scott Giacobbe is not yet in charge; he is transitioning. So the leadership is not new in the sense of having taken charge within the last year. The CEO has been there two years. The COO is just announced, not yet in role. So the first condition fails. But also, the question asks about concrete changes already made with early results. The transcript does describe changes: 2020 Vision, reorganization, shared services, procurement, The ABM Way, etc. And they mention results: adjusted EBITDA margin up, revenue growth, etc. But the leadership is not new. So answer NO.

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NO Deliberately different by design: management explains how the company operates unlike its industry's standard playbook, Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need answer YES/NO. Need analyze transcript. Need determine if management describes deliberate operating differently from standard industry way, specific chosen difference, and credits as driver of current results. Let's parse. Management discusses 2020 Vision, reorganization into vertical industry groups, shared services, procurement, "ABM Way" standard operating practices, labor management, account planning. They say "no longer a one size fits all approach" etc. But is there a contrast with industry normal way? They mention "ABM had an operating style that allow for independent approaches to the businesses from branch-to-branch across our entire 300 branch network." They are changing to standard practices. But do they say industry does it differently? They don't explicitly contrast with competitors. They talk about their own transformation. They mention "from a service provider model to an industry focused solution provider." That is a chosen difference? They say "as part of the continuing evolution of the firm from a service provider model to an industry focused solution provider." That could be a departure from their own past, not necessarily industry. They don't say "industry typically does X, we do Y." They mention "we are becoming more sophisticated" etc. Need see if they credit current results to a specific chosen difference. They credit 2020 Vision savings, procurement, two less working days, cost control. But the "difference" is internal transformation, not necessarily industry contrast. They say "The ABM today is so very different from where we were at the start of our 2020 journey." That's self-comparison. Question asks: "does management describe the company as DELIBERATELY OPERATING DIFFERENTLY FROM THE STANDARD WAY ITS INDUSTRY WORKS — identifying a specific, chosen difference in how the company builds, sells, prices, serves, sources, staffs, or organizes itself that departs from what management presents as the normal practice of its competitors or industry — AND does management credit that chosen difference as a real driver of business results the company is achieving RIGHT NOW?" Need find if management presents a contrast with industry normal practice. They mention "service provider model to an industry focused solution provider." Is that a contrast with industry? They don't say competitors are service providers.

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NO Rationing itself to grow: management is diverting resources away from paying business to feed something already working Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need to answer YES or NO based on the transcript. The question asks: does management describe that the company is CURRENTLY TAKING RESOURCES AWAY FROM ONE PART OF ITS OWN BUSINESS IN ORDER TO FEED ANOTHER PART THAT IS ALREADY WORKING? That is, internal reallocation of finite capacity, people, product, inventory, attention, or capital from existing paying business to a specific part that is already producing real results. We need to find if management explicitly describes such a reallocation. Look for any mention of taking resources from one segment to another, or deprioritizing something to feed another. The transcript discusses 2020 Vision, standard operating practices, pilots, etc. But does it mention reallocating resources from one business to another? There is mention of selling Government Services, but that's a divestiture, not reallocation. There is mention of focusing on certain segments, but not necessarily taking resources away from one to feed another. The question is specific: management is internally reallocating finite capacity, people, product, inventory, attention, or capital that had been serving existing paying business, and pointing it instead at a specific part of the business that is already producing real results. In the transcript, Scott Salmirs talks about The ABM Way, standard operating practices, pilots, etc. He mentions that they are targeting underperforming locations. But does he say they are taking resources away from one part to feed another? He mentions that they are implementing changes, but not necessarily reallocating from one segment to another. He talks about the complexity and that it takes time. He also mentions that they are raising guidance due to better than expected overhead savings and taxes. There is no explicit statement like "we are shifting resources from X to Y because Y is more profitable." The closest might be the divestiture of Government Services, but that's selling a business, not reallocating resources to another part. Also, they mention that they are focusing on certain segments like Aviation and Technical Solutions, but not that they are taking resources away from others. The question requires all three conditions: (1) something real inside the company is getting less by choice, (2) destination is already producing, (3) management owns the cost and says payoff is ahead.

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NO The company is preparing for a much bigger version of itself: internal capacity being stood up ahead of the business tha Q2 2017 · archived research check

Original model output from the research archive. It may be verbose or include the model's working notes.

NOQ2 2017 · 2017-06-08

We need answer YES/NO based only transcript. Need determine if management describes currently putting in place internal capability to operate as much larger company than today, building ahead of business. Need parse. Transcript: ABM Industries Q2 2017. Management discusses 2020 Vision transformation, Phase II, The ABM Way standard operating practices, pilots, change management, sales force tool, IT investments, CapEx revised $50-60M. They mention "we are establishing foundational processes through standard procedures for near and long-term margin expansion." "2017 mark the year when we began to move steadily from evaluation phase to project base, which starts ramping up as we progress through the year." "kicked off project with sales force, develop customized solution involving software and applications to accelerate sales, monitor pipeline, manage customer engagement." "Moving through this year and into next year, we'll continue to focus on evaluating evolution of IT infrastructure... cloud-based solutions..." "we have a lot of work ahead of us that relies on partnerships... throughout Phase II." "next 12-18 months will ultimately unlock true potential of margin improvement." Question asks: Does management describe that company is CURRENTLY PUTTING IN PLACE THE INTERNAL CAPABILITY TO OPERATE AS A MUCH LARGER COMPANY THAN IT IS TODAY — building out people, capacity, systems, facilities, or organizational structure sized for substantially bigger business — BEFORE business that would fill that capability has fully arrived, and deliberately in anticipation? Need assess. Management talks about implementing systems/processes for scale? "The ABM Way" standard operating practices, account planning, labor management protocols, safety/risk programs, manager development. They are piloting in three geographic markets and targeting 350 underperforming locations. They have begun to capture savings. They say implementing more complex than originally thought, culture change, change management plan. This is about optimizing existing business, margin improvement, not necessarily building for much larger company. They are not hiring ahead or building facilities. They are investing in IT/sales force to accelerate sales, but is that "capability to operate as much larger company"? Maybe sales force tool to monitor pipeline and customer engagement.

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Showing the latest 18 of 231 archived research questions.

These archived questions are separate from the newer 500-check scan above.

Past calls

ABM call history

Open a quarter only when you want its detailed evidence.

B Q4 2025 · Solid call · 2025-12-17Management held guidance steady against steady demand. The delivery was unusually candid, rich in specifics.

Guidance: maintainedDemand: stableMargins: stableBacklog: growingPricing: stable⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up ahead✓ Early product, fast growth

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 8/9

Uncertainty 3/9

Promotion 5/9

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?

YES Is a product early in its life but growing very fast?

YES 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?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO 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?

YES Does the call read rehearsed rather than lived?

B+ Q3 2024 · Strong call · 2025-12-11Management raised guidance against steady demand and expanding margins. The delivery was unusually candid, rich in specifics.

Guidance: raisedDemand: stableMargins: expandingBacklog: growingPricing: raising⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Early product, fast growth

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 8/9

Uncertainty 3/9

Promotion 5/9

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?

YES Is a product early in its life but growing very fast?

YES 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?

NO 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+ Q1 2025 · Strong call · 2025-12-11Management raised guidance against mixed demand signals. The delivery was unusually candid, rich in specifics.

Guidance: raisedDemand: mixedMargins: stableBacklog: shrinkingPricing: raisingHeadcount: growing⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up ahead✓ Early product, fast growth

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 8/9

Uncertainty 3/9

Promotion 6/9

Stress 2/9

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?

YES 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?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO 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?

YES 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 · 2025-06-06Management held guidance steady against accelerating demand. The delivery was unusually candid, rich in specifics.

Guidance: maintainedDemand: acceleratingMargins: mixedBacklog: growingPricing: under pressureCapex: increasing⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubtsDirection beats results

Candor 8/9

Specificity 8/9

Evasion 1/9

Confidence 7/9

Uncertainty 4/9

Promotion 5/9

Stress 2/9

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?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO 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+ Q1 2025 · Strong call · 2025-03-12Management raised guidance against accelerating demand. The delivery was unusually candid, rich in specifics, relaxed under questioning.

Guidance: raisedDemand: acceleratingMargins: stableBacklog: stablePricing: raising⚑ Critic ammunition✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Volume step-up ahead✓ Early product, fast growth

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 8/9

Uncertainty 3/9

Promotion 6/9

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?

YES 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?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO 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 · 2024-12-18Management held guidance steady against mixed demand signals and expanding margins. The delivery was unusually candid, rich in specifics.

Guidance: maintainedDemand: mixedMargins: expandingBacklog: growingPricing: stableHeadcount: flatCapex: increasing✓ Clean call✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Early product, fast growthHidden segment

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 8/9

Uncertainty 4/9

Promotion 5/9

Stress 2/9

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?

NO 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?

YES Is a product early in its life but growing very fast?

YES 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?

YES Do current results look bad while the direction looks better?

NO Are deferred revenue or customer prepayments growing?

NO 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?

YES 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?

A Q3 2024 · Exceptional call · 2024-09-06Management raised guidance against steady demand and expanding margins. The delivery was unusually candid, rich in specifics.

Guidance: raisedDemand: stableMargins: expandingBacklog: growingPricing: raisingCapex: increasing✓ Clean call✓ Skeptic reassured✓ Guidance underwritable✓ Resolves doubts✓ Early product, fast growth

Candor 7/9

Specificity 8/9

Evasion 2/9

Confidence 8/9

Uncertainty 3/9

Promotion 5/9

Stress 2/9

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?

NO 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?

YES Is a product early in its life but growing very fast?

YES 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?

NO 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 35 earlier calls

Call	Date	Grade	Guidance	Demand	Margins	Candor	Evasion
Q2 2024	2024-06-06	A	raised	mixed	stable	7/9	2/9
Q1 2024	2024-03-07	B	raised	stable	contracting	6/9	3/9
Q4 2023	2023-12-13	B	maintained	mixed	contracting	8/9	2/9
Q3 2023	2023-09-07	D	lowered	mixed	contracting	8/9	3/9
Q2 2023	2023-06-06	B	maintained	mixed	stable	7/9	2/9
Q1 2023	2023-03-08	C+	maintained	stable	contracting	7/9	2/9
Q4 2022	2022-12-13	B	maintained	stable	stable	7/9	1/9
Q3 2022	2022-09-09	B+	raised	stable	contracting	8/9	2/9
Q2 2022	2022-06-08	B	maintained	accelerating	contracting	7/9	1/9
Q1 2022	2022-03-08	B+	raised	accelerating	contracting	7/9	3/9
Q4 2021	2021-12-15	B	none	mixed	contracting	7/9	2/9
Q3 2021	2021-09-09	B+	raised	stable	expanding	7/9	3/9
Q2 2021	2021-06-09	B+	raised	accelerating	expanding	7/9	2/9
Q1 2021	2021-03-10	A	maintained	accelerating	expanding	7/9	2/9
Q4 2020	2020-12-17	B	none	mixed	expanding	7/9	2/9
Q3 2020	2020-09-09	D	withdrawn	mixed	expanding	7/9	4/9
Q2 2020	2020-06-18	C	withdrawn	mixed	expanding	7/9	2/9
Q1 2020	2020-03-05	D	maintained	mixed	expanding	7/9	5/9
Q4 2019	2019-12-19	D	lowered	mixed	contracting	7/9	3/9
Q3 2019	2019-09-06	C	maintained	mixed	expanding	7/9	3/9
Q2 2019	2019-06-06	B+	raised	mixed	expanding	8/9	2/9
Q1 2019	2019-03-07	C+	maintained	stable	stable	7/9	2/9
Q4 2018	2018-12-19	C+	maintained	stable	contracting	7/9	2/9
Q3 2018	2018-09-07	C+	maintained	stable	contracting	7/9	2/9
Q2 2018	2018-06-07	C	lowered	accelerating	contracting	8/9	2/9
Q1 2018	2018-03-07	B+	raised	stable	expanding	7/9	2/9
Q4 2017	2017-12-14	C+	maintained	stable	contracting	7/9	3/9
Q3 2017	2017-09-07	C	withdrawn	mixed	contracting	7/9	1/9
Q2 2017	2017-06-08	B	raised	stable	expanding	7/9	2/9
Q1 2017	2017-03-08	C+	maintained	accelerating	expanding	7/9	2/9
Q4 2016	2016-12-14	B	raised	stable	expanding	7/9	3/9
Q3 2016	2016-09-08	B+	raised	mixed	expanding	7/9	2/9
Q2 2016	2016-06-09	B	raised	stable	stable	7/9	3/9
Q1 2016	2016-03-09	B+	raised	stable	expanding	7/9	2/9
Q4 2015	2015-12-09	B+	maintained	stable	stable	7/9	3/9

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