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

DuPont de Nemours, Inc. (DD) — this company's answers

NO on the Q1 2016 call 2016-04-26 B+
The model's full reasoning — Q1 2016 call → NO我们根据提供的财报电话会议记录,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无需公司说服的买家——即需求由有直接经验的各方产生(客户有第一手经验、扩展、回归、更新、深化或引用;已经使用、部署、试用、测试、采样、试点或购买过公司产品的各方回来购买更多;安装基础自行拉动后续业务),而不是公司自身的销售、营销、定价、促销或新客户获取推动——并且管理层传达这种赚取式重复模式仍处于早期,大部分业务尚未反映在报告结果中。 分析电话会议内容: - 管理层提到多个业务增长,如营养与健康(N&H)的广泛销量增长,益生菌销售增长30%,但这是否归因于客户经验?管理层提到“我们的生产力努力释放了产能以响应强劲的客户需求”,但未明确说明需求来自有经验的客户。 - 农业方面,Jim Collins提到“我们能够在这个竞争激烈的市场环境中实现2%的价格上涨”,并提到“Pioneer最新玉米杂交种的更强组合导致全球玉米净价上涨”,但这是通过产品组合和定价实现的,而非客户自发需求。 - 关于CRISPR-Cas育种技术,是未来计划,不是当前现象。 - 关于Solamet浆料,管理层提到“市场份额增长”和“产品发布”,但这是公司推动的。 - 没有明确描述客户因先前经验而自发产生需求,如续订、扩展、推荐等。管理层主要强调公司自身的执行、定价、产品组合和成本削减。 - 关于“重复”模式,没有提到客户因使用过产品而回来购买更多,而是公司通过销售努力推动。 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.