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Story upgraded mid-call

Story upgraded mid-call: management spontaneously tops its own prepared version with fresher or bigger facts

Calls Tested
468
Answered YES
47
Hit Rate
10%
rare by design

GoPro, Inc. (GPRO) — this company's answers

NO on the Q4 2023 call 2024-02-07 F
The model's full reasoning — Q4 2023 call → NO我们根据指令分析。指令问:在电话会议过程中,管理层是否自发地升级其相对于自己准备版本的故事——即在开场发言之后,管理层是否自愿提供关于积极发展的信息,超出其准备演示所传达的内容,朝着更大、更快、更广泛或更新的方向发展。 阅读转录文本。开场发言由Nick Woodman和Brian McGee给出。他们讨论了2023年的战略转变、零售增长、订阅、2024年计划、Forcite收购等。在Q&A部分,分析师提问。 第一个问题来自Erik Woodring,询问2024年指引。Brian McGee回应说,他们只给出了第一季度指引,但提到销售(sell-through)实际上进展顺利,预计单位销量为55万左右,与过去两年第一季度一致。但销售(sell-in)会少一些,因为要降低渠道库存。这似乎是对准备内容的澄清,而不是升级。 第二个问题关于Forcite收购,Nick Woodman回答,承认会有一些蚕食,但认为整合可以扩大TAM。这似乎是阐述,没有新的具体事实。 第三个问题来自Martin Yang,关于订阅者长期增长。Brian McGee提到ARPU提高5%,以及订阅者结构改善。这似乎是重申。 第四个问题关于2024年毛利率,Brian McGee确认了之前的组成部分,并提到关税节省是新的。这可能是新的具体事实,但这是否是“升级”?它是在回答分析师问题时提到的,但它是关于毛利率的组成部分,不是关于业务表现更好。而且它是在解释毛利率展望,不是自发升级。 关键点:在Q&A中,是否有任何管理层自愿提供比准备版本更新的积极事实?例如,在准备版本中,他们提到了零售增长、订阅增长等。在Q&A中,Brian McGee提到“销售(sell-through)实际上进展顺利”,但这是对第一季度指引的解释,不是升级。他还提到“我们预计第一季度单位销量为55万左右”,但这是对表格中数字的澄清(表格中写的是40万,他纠正为销售是55万,销售是40万)。这实际上是对数字的澄清,不是升级。 此外,没有看到管理层在Q&A中自愿提供比准备版本更新的具体事实。他们只是回答分析师的问题,重复或澄清。 因此,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: Over the course of this call, does management SPONTANEOUSLY UPGRADE ITS OWN STORY RELATIVE TO ITS OWN PREPARED VERSION — that is, at one or more points after the opening remarks, does management volunteer information about a positive development that goes BEYOND what its prepared presentation conveyed, in the direction of BIGGER, FASTER, BROADER, or MORE RECENT — so that a reader finishes the call knowing the business is doing better than the opening summary alone would have suggested? Answer YES when the transcript shows, in whatever form fits the business, this ONE dynamic: the freshest and strongest concrete facts about a positive development surface in management's own unscripted voice, topping the packaged version. Any genuine expression of this counts, for example — management adding, in Q&A or asides, that activity has continued or strengthened since the period closed or since the remarks were prepared ("and just in the last few weeks...", "since quarter-end we've also..."); management volunteering that a development described in the opening is actually larger, further along, or moving sooner than the prepared framing indicated; management taking an analyst's question and answering with a fresher or bigger concrete fact than anything in the script; management correcting a modest characterization UPWARD in its own words, replacing a cautious framing with a stronger one grounded in something real; or management spontaneously extending a described win with additional current instances the prepared remarks never mentioned. What matters is the DIRECTION AND FRESHNESS of the unscripted material: the upgrades must concern REAL, CURRENT business — actual orders, customers, volumes, activity, commitments, or operational progress already happening or already secured — described with concrete substance, and must genuinely ADD to or EXCEED the prepared version rather than restate it. The upgraded facts should concern something management treats as meaningful to where the company is heading, and the overall impression should be of a business moving quickly enough that even management's own days-old packaging is already behind it. Answer NO if management's unscripted responses merely restate, elaborate on, or defend what the prepared remarks already contained, however detailed or confident. NO if the only fresh material is generic optimism, enthusiasm, or big-market talk without concrete current substance. NO if the upgrades concern plans, pipeline, hopes, or projections rather than business already real. NO if the fresher facts are chiefly negative, defensive, or explanatory of weakness, or if management's live voice DOWNGRADES or hedges the prepared story. NO if the additional material is extracted reluctantly under analyst pressure and management adds nothing beyond what was demanded. NO if the upgrade is a single trivial aside that management itself treats as immaterial. NO if the stronger framing appears only in an analyst's characterization that management does not itself adopt and top with substance. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
AZEK The AZEK Company Inc. Q2 2024 2024-05-08 B+
AES The AES Corporation Q1 2024 2024-05-03 C+
WEC WEC Energy Group, Inc. Q1 2024 2024-05-01 A
EGP EastGroup Properties, Inc. Q4 2023 2024-02-08 B
PFE Pfizer Inc. Q4 2023 2024-01-30 F
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
BZUN Baozun Inc. Q2 2023 2023-08-28 D
SPT Sprout Social, Inc. Q2 2023 2023-08-04 B+
ET Energy Transfer LP Q2 2023 2023-08-02 C+
CTO CTO Realty Growth, Inc. Q2 2023 2023-07-28 B
GS The Goldman Sachs Group, Inc. Q2 2023 2023-07-19 C+
GGR Gogoro Inc. Q1 2023 2023-05-11 D
UAL United Airlines Holdings, Inc. Q4 2022 2023-01-18 B
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
AWRE Aware, Inc. Q3 2022 2022-10-30 F
CURV Torrid Holdings Inc. Q2 2022 2022-09-07 D
XHR Xenia Hotels & Resorts, Inc. Q2 2022 2022-08-05 A
TWO Two Harbors Investment Corp. Q2 2022 2022-08-04 C+
BRKL Brookline Bancorp, Inc. Q2 2022 2022-07-30 B+
LIN Linde plc Q2 2022 2022-07-28 B+
BHF Brighthouse Financial, Inc. Q1 2022 2022-05-10 C
CCRN Cross Country Healthcare, Inc. Q1 2022 2022-05-04 B
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
KNDI Kandi Technologies Group, Inc. Q2 2021 2021-08-09 F
CRS Carpenter Technology Corporation Q4 2021 2021-08-01 A
TCBI Texas Capital Bancshares, Inc. Q2 2021 2021-07-21 F
UMH UMH Properties, Inc. Q3 2018 2018-11-02 C+
AMGN Amgen Inc. Q3 2018 2018-10-30 B+
PRIM Primoris Services Corporation Q2 2018 2018-08-11 C+
ORAN Orange SA Q2 2018 2018-07-26 B
USFD US Foods Holding Corp. Q1 2018 2018-05-12 C
FOSL Fossil Group, Inc. Q1 2018 2018-05-08 C
ALLY Ally Financial Inc. Q1 2018 2018-04-26 B+
LII Lennox International Inc. Q4 2017 2018-02-06 B+
IR Ingersoll-Rand Plc Q3 2017 2017-10-25 B
PII Polaris Inc. Q3 2017 2017-10-24 C+
IBTX Independent Bank Group, Inc. Q3 2017 2017-10-24 A
BCE BCE Inc. Q2 2017 2017-08-05 B+
LEA Lear Corporation Q2 2017 2017-07-26 B+
KHC The Kraft Heinz Company Q1 2017 2017-05-03 F
BP BP p.l.c. Q4 2016 2017-02-07 B+
GEO The GEO Group, Inc. Q2 2016 2016-08-02 B+
ARKR Ark Restaurants Corp. Q1 2016 2016-05-13 B
CAL Caleres, Inc. Q4 2015 2016-03-15 C+

How the model reasoned

RNW · Q2 2022 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared version during the Q&A. YES The transcript shows management spontaneously upgrading its corporate PPA story in the Q&A. In the prepared remarks, Sumant only referenced the overall corporate PPA market opportunity of at least 25 GW and noted it provides “significant upside” to guidance, without mentioning any signed volume. In the Julien Dumoulin-Smith question-and-answer 30 minutes later, Sumant volunteers the concrete fact that “we’ve already signed up about 100 megawatts worth of PPAs with corporate customers that we have now included in our total number,” and adds that more progress is expected. This is fresher, more specific, and positive relative to the prepared framing, 100 MW being a real, current commitment already folded into the 7 GW operating base.
PFE · Q4 2023 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared remarks during the Q&A, volunteering positive developments that go beyond the prepared presentation, ma...**YES** In the Q&A, management spontaneously volunteers concrete, current positive developments that exceed the prepared remarks in freshness, breadth, and momentum. For example, on Prevnar, Albert directly summarizes that the U.S. adult catch-up opportunity has been exhausted with 96% market share already achieved, pediatric growth is accelerating 4-dose cohort dynamics, and international tenders plus VTC recommendations are delivering immediate traction—facts not framed this way in the opening remarks.
PRIM · Q2 2018 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared remarks with positive developments that are bigger, faster, broader, or more recent. YES In the Q&A, David King spontaneously upgrades the prepared framing of the Willbros T&D awards by volunteering that the three major customers (one announced as $145M MSA, two others leaking out) were customers from the due-diligence meetings who had been hesitant about financial viability but were now actively placing awards — a fresher, broader, and more recent positive development than the prepared remarks’ single mention of “awarded work from some of the largest electrical utilities” in the first two months.

More from the question bank

Borrowed urgency: counterparties are racing Deprived of a working part of itselfEarned recurrence: demand arriving from firsBuyers widening their own doorsCounterparty conviction visible in deedsLiving hand-to-mouth on their own outputAll questions →
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.