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

OGE Energy Corp. (OGE) — this company's answers

NO on the Q3 2018 call 2018-11-08 A
The model's full reasoning — Q3 2018 call → NO我们根据提供的电话会议记录,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有直接经验的客户(即无需说服的重复业务),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,Sean Trauschke提到: - "We continued our strong record-setting safety performance..." - "We added over 6,000 new customers since last year and sales growth is steady at about 1%." - "The economies of our two largest load centers are robust." - "Leadership and economic development is an important part of our company's strategy. We continue to be on the front line working with stakeholders to attract new and diverse businesses to our service territory as well as playing a key role in the expansion of current businesses. For example in the third quarter we saw the expansion of a large customer in Init, Oklahoma. This successful expansion was instrumental in not only protecting the existing jobs in the area, but also adding new jobs. We successfully partnered with our customers and communities to find solutions for their business and economic needs." - "Furthermore on the commercial front, our footprint continues to expand in the data center sector. Another area of focus that is gaining traction is the electrification of compressors and processors in the prolific SCOOP and STACK midstream space. There is a strong business case for conversion and we are at the forefront of this transition." 这些描述中,有提到现有客户的扩张(如Init的客户扩张),但这是否构成“有直接经验的客户主动产生业务”的模式?管理层提到“expansion of current businesses”和“partnered with our customers”,但并没有明确说这些客户是因为先前的经验而主动回来,更多是公司主动合作。此外,没有提到“earned recurrence”或“installed base pulling follow-on”的概念。管理层主要强调公司主动吸引新业务和扩张现有业务,但未明确说需求是由客户先验经验驱动的。 另外,关于“still early”的部分,管理层没有明确说这种模式还处于早期,大部分贡献还在未来。他们提到“we are at the forefront of this transition”但这是关于电气化,不是关于重复业务。 因此,根据标准,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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