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

Stride, Inc. (LRN) — this company's answers

NO on the Q1 2019 call 2018-10-23 B
The model's full reasoning — Q1 2019 call → NOWe need to determine if management describes meaningful current business growth arriving without persuasion, from parties with direct prior experience, and that this pattern is still early with most contribution ahead. Key points from transcript: - Nate Davis: "we saw an increased interest in our career readiness initiative. After initial enrollment in our Managed Public Schools, over 5,000 students we moved into career readiness programs as well." This is about existing students moving into new programs, but that's not necessarily "earned recurrence" from external parties; it's internal cross-selling. - "The growth we're seeing in enrollments is the result of a number of factors. First, the number of families that we registered for another year in a program increased year-over-year. In fact, it was our highest rate of reregistering students in more than seven years of this internal measure." This is about re-registration, i.e., existing families returning. That is earned recurrence from prior experience. They say it's the highest rate in 7 years. That indicates a real pattern. - "Second, lead volume for new families increased by 13% year-over-year. The marketing team used a higher mix of direct online digital tactic to drive increased awareness for our school partners." That's about new families, but they attribute to marketing. So new families are from marketing push, not necessarily organic. - "Importantly, growth isn't driven just by opening 1 or 2 new schools or new states. We saw enrollment growth in nearly 85% of the states in which we operate in fiscal year '19. And in fact, the majority of the schools we support posted enrollment gain. More than half the schools increased enrollment by more than 5%..." This is broad-based growth, but doesn't specify source. - Later: "we will see some improvement in retention throughout the year, but not like we did last year. I think we were up something like 300 basis points last year. We won't see that kind of increase, but we will see an improved -- we continue to focus on retention." So retention is improving but they expect less improvement this year. That suggests the re-registration improvement is a real pattern but they are not expecting as much this year. However, they say "we will see some improvement" - so it's still improving but at a slower rate.

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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.