Question Bank › Earned recurrence: demand arriving from first-ha

Earned recurrence: demand arriving from first-hand-proven buyers, still early

Calls Tested
489
Answered YES
4
Hit Rate
0.8%
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我们根据提供的财报电话会议记录来判断。管理层是否描述了当前业务增长中有意义的部分来自有直接经验的客户(即回头客、续订、老客户扩展等),而不是公司自身的销售、营销、促销或新客户获取?并且这种模式仍处于早期,大部分贡献还在未来? 在会议记录中,管理层讨论了订阅者保留率,提到第一年续订率60-65%,第二年70-75%,第三年大于80%,并且说“我们现在有更多的订阅者处于第二或第三年续订期,而不是第一年,这我们认为将是未来订阅者保留的顺风。”这暗示了老客户续订是增长的一部分,但这是否是“当前业务增长中有意义的部分”?管理层也提到订阅者增长预计在2024年达到2.5-2.6百万,增长4%。但整体收入增长主要来自零售扩张、新产品、营销等。管理层没有明确说“需求是由有直接经验的客户驱动的”,而是强调了零售渠道增长、新门店铺设、营销活动等。订阅续订是存在的,但管理层没有将其描述为“当前业务增长的主要来源”,而是作为订阅业务的一部分。此外,管理层提到“我们相信这将是一个顺风”,但这是对未来的预期,而不是当前可观察的模式。而且,订阅续订是合同性的,但管理层强调了续订率提高,这可能是由于客户体验,但并没有明确说“客户因为经验而主动购买更多”。另外,管理层提到“我们的零售扩张策略正在成功增长我们的零售业务”,这主要是公司自身的努力。因此,我认为答案是否定的。 注意:问题要求“使用仅提供的财报电话会议记录”,并且要判断是否描述了“有意义的当前业务增长来自有直接经验的客户”且“仍处于早期”。管理层提到了订阅续订率,但并没有将其描述为当前增长的主要驱动力,而是作为订阅业务的一部分。此外,管理层没有说“大部分贡献还在未来”,而是说“我们相信这将是一个顺风”,这是对未来的预期。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: On this call, does management describe that a MEANINGFUL SHARE OF THE COMPANY'S CURRENT BUSINESS GROWTH is arriving WITHOUT THE COMPANY HAVING TO PERSUADE THE BUYER — that is, demand is increasingly generated by parties with DIRECT PRIOR EXPERIENCE of what the company provides (customers with first-hand experience expanding, returning, renewing, deepening, or referencing; parties that have already used, deployed, trialed, tested, sampled, piloted, or bought an initial piece of what the company sells now coming back for more; an installed base pulling follow-on business through on its own), rather than by the company's own selling, marketing, pricing, promotions, or new-logo acquisition push — AND does management convey that this earned-recurrence pattern is STILL EARLY enough that most of the business it will generate is still ahead of the reported results? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent phenomenon: parties with first-hand experience of the company's offering are generating business on their own initiative — as a real, current, observable pattern in how the company's demand is being produced today — and management treats this as meaningful to where the company is heading with most of the contribution still ahead. Management need not use any particular vocabulary; it may show up in how it describes demand sources, customer behavior, reorder dynamics, expansion of proven relationships, or the decreasing role of persuasion in winning business. Answer NO if growth is described mainly through the company's own selling push, pricing actions, promotions, marketing, or new-logo acquisition, however strong. NO if the 'return' activity is merely a contractually forced renewal, a standing subscription auto-charge, or an ordinary slow-order cadence, with no sense that prior experience itself is now driving the demand. NO if the earned recurrence is only hoped for, planned, or projected rather than already observable. NO if the only evidence is one isolated anecdote with no broader pattern. NO if the recurrence is already mature and fully reflected in the reported results, with no meaningful contribution still ahead. NO if management attributes the shift to a one-time event, a temporary spike, or a pull-forward it expects to reverse. NO if the idea appears only in an analyst's question that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
LTRX Lantronix, Inc. Q3 2024 2024-04-29 C
DASH DoorDash, Inc. Q3 2023 2023-11-01 C+
ATI Allegheny Technologies Incorporated Q1 2018 2018-04-24 B
UPLD Upland Software, Inc. Q4 2017 2018-03-08 C+

How the model reasoned

ATI · Q1 2018 → YESThe question is about whether management describes a meaningful share of the company's current business growth arriving without the company having to persuade the buyer, from parties with direct prior...YES Management describes a meaningful share of current growth coming from parties with direct prior experience—Boeing and Airbus exercising their supply chain after assessing geopolitical risks, plus customers awarding forgings based on 2017 actions and continuing to do so in 2018—while treating this as still early, with most of the contribution 2019–2020 and beyond as the multi-year production expansion unfolds.
LTRX · Q3 2024 → YESThe question is: Does management describe that a MEANINGFUL SHARE OF THE COMPANY'S CURRENT BUSINESS GROWTH is arriving WITHOUT THE COMPANY HAVING TO PERSUADE THE BUYER — demand generated by parties wi...
DASH · Q3 2023 → YESThe question is: Does management describe that a MEANINGFUL SHARE OF THE COMPANY'S CURRENT BUSINESS GROWTH is arriving WITHOUT THE COMPANY HAVING TO PERSUADE THE BUYER — demand generated by parties wi...

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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.