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Call runs ahead of the accounts

Call runs ahead of the accounts: the business management describes is already operating beyond the period it is reportin

Calls Tested
447
Answered YES
6
Hit Rate
1.3%
rare by design

Lennox International Inc. (LII) — this company's answers

NO on the Q4 2017 call 2018-02-06 B+
The model's full reasoning — Q4 2017 call → NOWe need answer only YES or NO. Need analyze transcript. Need determine if management describes clear gap between trailing period reported and current level already operating. Need both halves: present busier than print, management treats reported numbers behind business. Let's parse. Q4 2017 and full year. Management says 2017 record, but Q4 had 6% fewer days, revenue down 2% constant currency, adjusted EPS up. They discuss 2018 guidance. Need see if they describe current business already beyond reported period. They mention "Residential is off to a nice start in the first quarter and we expect Residential margin expansion in the first quarter and full year 2018." "we're off to a real strong start in the year in Residential. While January is the least important month in first quarter, we're off to a strong start both on revenue and on margins." Also "we're off to a nice start in the year" in Commercial? They say "just like the other two segments, we're off to a nice start of the year" for Refrigeration. But is that a step-up beyond reported? They are reporting Q4 and full year, and current Q1 is already happening. But is that "clear gap" with management describing company already moved beyond results? They mention Q4 had fewer days, so current quarter has normal days? Actually 2018 days consistent with 2017? Wait they said 2018 won't have anomalies like 2017 with number of days, they are consistent with what they were in 2017? Need parse: Gautam asked "do we have much easier comp obviously in Q4 this year because we normalized back to normal number of working days in each quarter, looks more like 2016 than it does 2017." Joe: "Yeah, exactly right. We won't have any anomalies in 2018, like we did in 2017 with the number of days, they're consistent with what they were in 2017." Todd: "Which is different though than what he just said." Joe: "It's not going to bounce back the other way." So 2018 days same as 2017? Actually Q4 2017 had 6% fewer days than Q4 2016. 2018 Q4 will have normal? They say no anomalies, consistent with 2017? Hmm.

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, is there a clear gap — in management's own telling — between the TRAILING PERIOD BEING REPORTED and the LEVEL AT WHICH THE BUSINESS IS ALREADY OPERATING RIGHT NOW, such that management spends the call describing a company that has already moved beyond the results it is presenting? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent overall posture with BOTH halves present: (1) THE PRESENT IS ALREADY BUSIER THAN THE PRINT. Management grounds the call in concrete operational happenings that are ALREADY REAL — recently begun, recently won, recently opened, recently shipped, recently signed, or now ramping — and treats them as the true current state of the company. This can take many forms depending on the industry: work or orders now being delivered that barely touched the reported period; a facility, product, location, program, or capability that recently went live and is now filling with real activity; customers or counterparties that recently committed or expanded and are now onboarding; volumes, utilization, output, or activity now running at a level the reported period's figures do not reflect. What matters is that these are described as things that already happened or are happening now — actual current business, not pipeline, market opportunity, interest, or plans — and that there is more than one thread of such activity or one substantial thread that management returns to repeatedly as the real story. (2) MANAGEMENT ITSELF TREATS THE REPORTED NUMBERS AS BEHIND THE BUSINESS. Directly or plainly in substance, management conveys that the results being presented understate the company as it stands today — for example by noting that recent developments contributed little or nothing to the period; that current activity, run-rate, or commitments sit above what the period's figures show; that the period carried costs of a step-up whose corresponding business is only now arriving; or by consistently answering questions about the future with what is ALREADY in hand, in motion, or being executed rather than with what must still be won. The forward-looking energy of the call should be spent on delivering, ramping, absorbing, staffing, or scaling activity that already exists — the posture of an operator catching the company up to its own business — rather than on persuading the audience that demand will appear. Answer NO if the call is a conventional results-and-outlook discussion where the reported period and the described business are essentially the same size — ordinary strength, ordinary guidance, however good. NO if the claimed step-up rests mainly on pipeline, bids, negotiations, market size, hoped-for demand, or initiatives with nothing concrete yet occurring. NO if the recent developments are routine in scale for this company — the normal cadence of wins, openings, or orders it always reports — with no sense that the business has moved to a different level than the print. NO if management is chiefly defending weak results, explaining a slump, or promising a future turnaround from a trough. NO if the gap between present activity and reported numbers is asserted only in an analyst's question or model that management does not itself affirm with its own account of current operations. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
YMM Full Truck Alliance Co. Ltd. Q2 2022 2022-08-25 C+
BFIN BankFinancial Corporation Q1 2022 2022-05-06 A
ADSE ADS-TEC Energy PLC Q4 2021 2022-04-28 D
FAT FAT Brands Inc. Q4 2021 2022-03-21 F
BFI BurgerFi International, Inc. Q3 2021 2021-11-12 C

How the model reasoned

BFI · Q3 2021 → YESThe question is whether there's a clear gap between the trailing period being reported (Q3 2021) and the current operating level, as told by management. YES The transcript shows management treating the Q3 results as trailing behind the combined company's current scale. Ian Baines opens by noting the November 3 acquisition closed just days before the call, immediately framing the business as now operating under the combined structure with 61 new locations. Julio Ramirez and Mike Rabinovitch repeatedly reference 2021 developments that occurred after September 30—10 new restaurant openings including one in October, 15 additional Ghost Kitchens, 32 signed leases, and the acquisition itself—as already-real activity driving the current state.
ADSE · Q4 2021 → YESThe question is: Is there a clear gap between the trailing period being reported and the level at which the business is already operating right now, such that management describes a company that has a...YES The transcript shows a clear gap. Management repeatedly frames the company as already operating at a higher level than the 2021 print: a €60 million+ order backlog (explicitly “year-to-date” and “just completed Q1”), U.S. business launched in late 2021 with “initial success … world orders received,” a signed ChargePost contract for 50 units with plans for >10,000 more, U.S. manufacturing plant search already underway with opening expected this year, service contracts expected to start in 2022, and new hires completed.
BFIN · Q1 2022 → YESThe question is whether there's a clear gap between the trailing period being reported (Q1 2022) and the current operating level, as described by management. YES The transcript shows management explicitly updating on April activity as already real and substantial, with loan growth hitting $45 million in April alone (pushing the portfolio over $1.1 billion), Equipment Finance originating more in April than the entire Q1, and overall originations at $148 million in April.

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.