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

EchoStar Corporation (SATS) — this company's answers

NO on the Q1 2018 call 2018-05-10 C+
The model's full reasoning — Q1 2018 call → NO我们根据转录内容判断。管理层是否描述了当前业务增长中,有意义的份额来自客户直接经验驱动的重复业务(而非公司自身销售推动),并且这种模式仍处于早期,大部分贡献尚未实现。 转录中,Pradman提到“we have now completed the implementation of HughesNet Gen5 plans across Jupiter 1 beam and now have over half of all the North American subscribers on Gen5. We saw high levels of consumer and customer satisfaction with the new HughesNet Gen5 plans a clear indicator being that churn continue to go down, overall consumer churn in Q1 2018 was the lowest quarterly churn in over five years in North America.” 这表示客户满意度高,流失率低,但这是否意味着需求由客户直接经验驱动?流失率低是保留现有客户,而非新业务增长。增长主要来自新客户获取,但管理层没有明确说新客户来自已有客户的推荐或重复购买。他们提到“net adds of approximately 59,000 subs in Q1”但未说明这些新增是否由现有客户驱动。 关于企业业务,Pradman提到“Our North American enterprise business had a very strong quarter, including the addition of contracts with new customers and expansion with several existing accounts.” 这里提到“expansion with several existing accounts”表明现有客户扩展,但这是否是主要增长来源?没有量化。而且“new customers”也很多。 管理层没有明确说“需求由直接经验驱动”作为主要模式。他们强调销售和营销成本增加,说明他们在积极获取客户。例如“partially offset by higher sales and marketing cost associated with the HughesNet Gen5 consumer service”表明他们在推销。 关于“earned-recurrence”模式,没有明确描述客户主动带来业务。虽然提到客户满意度高,但那是保留,不是新业务。也没有说“大部分贡献还在后面”的表述。 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.