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The company is outgrowing its own explanations

The company is outgrowing its own explanations: management keeps telling investors the reported numbers are not the busi

Calls Tested
497
Answered YES
13
Hit Rate
2.6%
rare by design

Zhihu Inc. (ZH) — this company's answers

NO on the Q3 2021 call 2021-11-22 D
The model's full reasoning — Q3 2021 call → NO我们根据指令,需要判断管理层是否在电话会议中传达出:报告期结果不代表公司当前实际运营的业务,即报告期已经过时,公司现在已经超越了报告期所展示的状态。关键是要看管理层自己的表述是否反复或实质性地指出这种差距,并且基于已经实际发生的事物(如当前活动、已完成工作、已承诺业务或已具备能力),而非未来计划或市场机会。 在电话会议中,管理层多次提到新举措、新标准、新功能等,但需要看是否明确表示报告期数字已经落后于当前业务。例如,管理层提到“sense of fulfillment”标准在Q3实施,但可能是在Q3后期或之后才见效;提到“joint creation”功能在10月推出,而报告期是Q3,所以该功能对Q3贡献有限;提到视频消费渗透率在Q3末为37%,但可能还在增长。然而,管理层并没有明确说“报告期数字不代表当前业务”,而是强调增长和进展。他们提到“we have been committed to the development of our content centric ecosystem”等,但更多是描述进展而非指出差距。 具体看,管理层在回答问题时提到“this is just a version for exploration for new practices”关于产品更新,但并未说报告期已过时。他们提到“we are testing that we saw very nice feedbacks”等,但这是关于新功能的测试,并未明确说报告期数字已经落后。此外,管理层在展望Q4时给出指引,但那是未来,不是指报告期已过时。 因此,没有发现管理层明确表示报告期结果不代表当前业务。他们只是常规地报告业绩和展望。所以答案应为NO。

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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, does management convey that the company's REPORTED RESULTS FOR THE PERIOD BEING DISCUSSED DO NOT REPRESENT THE BUSINESS THE COMPANY IS ACTUALLY RUNNING TODAY — that is, does management repeatedly or substantially indicate that the just-reported numbers describe a company that has already been left behind by what is now actually happening inside the business? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent posture: the printed period is stale relative to the operating present. Any genuine expression of this counts, and the form varies widely across industries. For example — management explaining that meaningful business, capability, or activity now in motion contributed little or nothing to the reported period because it began late in the period or just after it closed; management noting that the pace, level, or mix of business the company is currently running sits above what the period's figures show; management describing that the period carried the costs of things whose benefits have only just begun; management pointing to what the company has already become — what it can now do, what it now has, what is now committed or underway — and treating the reported numbers as a picture of the company before that; or management consistently answering questions about the future by pointing to what is already in hand, in motion, or being executed rather than to what must still be won. What matters is the DIRECTION OF THE GAP in management's own telling: the business as it stands today is ahead of the business as it appears in the reported period, and management itself is the one drawing attention to that gap, grounded in things that are already real — actual current activity, completed work, committed business, or capabilities already in place — not in hopes, plans, market size, or projections. Answer NO if the call is a conventional results-and-outlook discussion in which the reported period and the described business are essentially the same size — ordinary strength, ordinary guidance, however good. NO if the claimed gap rests mainly on pipeline, bids, negotiations, market opportunity, hoped-for demand, or initiatives with nothing concrete yet occurring. NO if the only "numbers lag the business" language is a single passing remark or boilerplate about investing for the future, with no substance about what has already changed. NO if management is chiefly defending weak results, explaining a slump, or promising a future turnaround from a trough. 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 the gap 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
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
PFE Pfizer Inc. Q4 2023 2024-01-30 F
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
NBTX Nanobiotix S.A. Q2 2023 2023-09-27 D
PRPH ProPhase Labs, Inc. Q1 2023 2023-05-11 F
VRE Veris Residential, Inc. Q4 2022 2023-02-22 D
SOL ReneSola Ltd Q3 2022 2022-12-01 C+
FLL Full House Resorts, Inc. Q3 2022 2022-11-07 B
OPK OPKO Health, Inc. Q1 2022 2022-05-09 D
FAT FAT Brands Inc. Q4 2021 2022-03-21 F
OWL Blue Owl Capital Inc. Q2 2021 2021-08-10 B+
PRIM Primoris Services Corporation Q2 2018 2018-08-11 C+
LIND Lindblad Expeditions Holdings, Inc. Q2 2017 2017-08-06 C

How the model reasoned

VRE · Q4 2022 → YESThe question is: Does management convey that the reported results for the period do not represent the business the company is actually running today? That the just-reported numbers describe a company ...YES The transcript shows management repeatedly framing the reported period as transitional and not reflective of the current business: the shift to a pure-play multi-family company has already reduced office and hotel exposure while driving multi-family NOI share to 98%, with Haus25 leased at 95% ahead of schedule and same-store NOI guidance of 4-6% for 2023. They explicitly note that earnings variability stems from the ongoing asset sales and reallocation, with the business now positioned for growth as the transformation concludes, and they highlight post-period activity like additional sales and stabilized properties to underscore that the reported numbers capture a pre-transition state.
PFE · Q4 2023 → YESThe question is: Does management convey that the reported results do not represent the business the company is actually running today? That the just-reported numbers describe a company that has alread...NO The transcript shows management framing 2023 results as a challenging year with declines driven by COVID products, while positioning 2024 as a year of execution and growth through new priorities like the Seagen acquisition (closed late in 2023 with minimal contribution) and new product launches. This is a standard results-and 2024 outlook discussion, with forward-looking elements on pipeline, margins, and capital allocation rather than indicating the reported period is stale relative to current operations.
PRIM · Q2 2018 → YESThe question is whether management conveys that the reported results for Q2 2018 do not represent the business the company is actually running today. Specifically, if the printed period is stale relat...YES The transcript shows management repeatedly framing the Q2 results as a partial picture due to the late June 1 acquisition of Willbros. They note the business is "running as planned," highlight one-month revenue contribution of $1.

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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.