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

Accuray Incorporated (ARAY) — this company's answers

NO on the Q4 2016 call 2016-08-17 B
The model's full reasoning — Q4 2016 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(即安装基础、回头客、续订等)自发产生的需求,而不是公司自身的销售推动,并且这种模式仍处于早期,大部分贡献还在未来。 在记录中,Josh Levine提到: - "customer satisfaction continuing to be reported by our expanding installed base" 以及 MD Buyline 调查显示高满意度。 - 关于Radixact,他们正在安装参考站点,并计划在第二半年全面商业推出。 - 关于Onrad,在中国获得批准,但预计订单在第二半年。 - 关于多系统订单,他们提到"more multi-system sales in the last fiscal year than any time in our history",并且"funnel for multi-system sales opportunities is continuing to grow"。 - 但多系统订单是否来自有直接经验的客户?可能部分来自现有客户,但未明确说明是自发需求还是销售推动。 关键点:管理层是否明确表示需求是由有直接经验的客户自发产生的,而不是公司销售努力?在记录中,他们强调客户满意度高,但并未明确说这些客户是主动回来购买,而不是被销售说服。他们提到"replacement sales"(替换销售),这可能是现有客户更换旧系统,但这是否是自发需求?替换销售通常也是销售推动的,但客户有经验。然而,管理层没有说这些替换是客户主动发起的,而是说"replacement sales to the CyberKnife existing customer base as the result of MLC availability"——这暗示是因为新产品可用性,而不是客户自发。 此外,他们提到"greater than 50% of TomoTherapy orders were in single and dual vault settings"——这可能是新客户,不一定有经验。 关于"earned recurrence"模式,管理层没有明确说大部分增长来自客户自发重复购买,而是强调销售努力、产品发布等。他们提到"we are shifting resources to several key sustaining engineering projects"等。 在回答中,管理层没有明确说"客户因为经验而主动回来购买"作为当前增长的主要驱动力。他们提到客户满意度高,但未将其与需求产生直接关联。他们提到"installed base"但未说其拉动业务。 此外,他们提到"we expect much of the growth will occur during the second half of the year"——这更多是产品发布和订单时间,而非客户自发。 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.