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

DLH Holdings Corp. (DLHC) — this company's answers

NO on the Q1 2018 call 2018-02-06 C+
The model's full reasoning — Q1 2018 call → NOWe need answer only YES or NO. Need evaluate transcript. Question: Does management describe that meaningful share of current business growth is arriving without company having to persuade buyer, i.e. demand generated by parties with direct prior experience (customers expanding, renewing, deepening, referencing, installed base pulling follow-on), and that this earned-recurrence pattern is still early enough that most business still ahead? Need use only transcript. Let's analyze. Management discusses growth: revenue up 15.7% organic. They attribute to growth across existing contract vehicles and strategic new small program awards. They mention 90% contracts work over 15 years, nearly 100% re-compete rate. But is that earned recurrence? They say "We have a strong reputation for quality and helped our clients win numerous awards... It's no surprise that we have nearly 100% re-compete rate as a prime contractor." That indicates renewals due to prior experience. But is that current growth? They say revenue growth due to growth across existing contract vehicles and new small program awards. Existing contract vehicles could be organic growth from existing customers. They also mention "new work which we had with exceptions from some small ones are that Centers for Disease Control, we’ve been able to have the customer put those on some of our existing IDIQ or BPA contracts as opposed to competing them in the open arena." That is customers using existing contracts, not necessarily new persuasion. But is it meaningful share? They say "We'll continue to try to use that, that's much more cost effective use of our BMP dollars to help drive that business doesn't quite get us to press releases or the headlines we like but we think double-digit growth is still a very, very strong position..." Hmm. Question asks: Does management describe that a meaningful share of current business growth is arriving WITHOUT company having to persuade buyer—demand generated by parties with direct prior experience—and that this earned-recurrence pattern is still EARLY enough that most business still ahead? Need see if management conveys that. They mention "nearly 100% re-compete rate" and "90% of contracts represent work we've been doing for over 15 years." That suggests existing relationships.

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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.