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

Magnite, Inc. (MGNI) — this company's answers

NO on the Q1 2022 call 2022-05-04 D
The model's full reasoning — Q1 2022 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,有相当一部分来自有直接经验的客户(即他们自己主动带来的业务),并且这种模式仍处于早期阶段,大部分贡献还在未来。 在记录中,Michael Barrett 和 David Day 讨论了多个话题,包括 CTV 增长、与 GroupM 的合作、OpenPass 的影响、政治广告等。但我们需要寻找的是:是否有明确描述,当前需求是由已有经验的客户(如现有出版商、广告商)主动带来的,而不是公司销售推动的,并且这种模式还处于早期。 在回答中,Michael 提到“我们与 GroupM 的优先合作伙伴关系”等,但这是公司主动达成的交易。关于 OpenPass,他说“我们预期它将是补充性的”,但并未说现有客户主动带来业务。关于 CTV,他说“我们的客户更喜欢主要与 Magnite 合作”,但这是客户选择,并非明确说他们主动带来新业务。 在讨论 Q2 展望时,David 提到“我们仍然看到一些垂直领域的加强”,但未明确说这是由客户经验驱动的。 在回答关于政治广告时,Michael 说“我们谨慎乐观”,但未提及客户主动。 在回答关于新 AVOD 服务时,Michael 说“我们处于有利位置”,但未说现有客户主动带来。 在回答关于平台整合时,他说“我们正在迁移客户”,但这是公司推动的。 没有明确提到“客户因先前经验而主动增加业务”的表述。管理层主要谈论公司如何赢得新业务、合作伙伴关系、市场趋势等。 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.