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The product is disappearing into reorder rhythm

The product is disappearing into reorder rhythm: revenue is shifting from won-each-time to arriving-on-its-own, and the

Calls Tested
500
Answered YES
5
Hit Rate
1%
rare by design

Roper Technologies, Inc. (ROP) — this company's answers

NO on the Q2 2018 call 2018-07-26 A
The model's full reasoning — Q2 2018 call → NOWe need answer YES/NO based on transcript. Need determine if management describes growing share of revenue arriving without new selling event, self-arriving, recently visibly grown, grounded in observed behavior. Let's examine transcript. Management discusses deferred revenue growth, asset-light model, recurring revenue. But question specifically: "self-arriving revenue" through reorders, refills, renewals, repeat purchases, usage-driven billing, aftermarket/consumable pull-through, or customers' own standing routines. And that this share has recently and visibly grown as proportion, with management grounding shift in observed current behavior and treating as changing quality of revenue. Need see if management says such. They mention recurring revenue in acquisitions, but not necessarily self-arriving. They mention "recurring revenue" in PowerPlan, "subscriptions and continuing long-term contracts." But is that observed current behavior? They mention "98% retention rate" for PowerPlan. But that's about acquisition. They mention "deferred revenue has grown" from $281M to $627M in two years, which indicates prepaid or deferred revenue, but not necessarily self-arriving without selling event. Deferred revenue could be from contracts, but still selling event. They mention "asset-light" and negative working capital. But not specifically reorders/refills/renewals. They mention "recurring revenue" in context of acquisition criteria. They mention "high recurring revenue" for PowerPlan. But no recent shift in proportion of company's revenue from self-arriving mechanisms. They mention "Gatan has no recurring revenue" and trade for PowerPlan increases recurring revenue. That is a shift due to portfolio change, not organic growth of self-arriving share. But question asks "recently and visibly grown as a proportion of the business" - could be due to acquisition? But they need "management grounding the shift in observed current behavior" and "treating it as changing the company's quality of revenue." They do talk about deferred revenue growth, but that's not necessarily self-arriving. They talk about "customers' own standing routines"? No. Let's read carefully.

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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 GROWING SHARE OF THE COMPANY'S REVENUE NOW ARRIVES WITHOUT A NEW SELLING EVENT — through reorders, refills, renewals, repeat purchases, usage-driven billing, aftermarket or consumable pull-through, or customers' own standing routines — AND that this self-arriving share has RECENTLY AND VISIBLY GROWN as a proportion of the business, with management grounding the shift in observed current behavior and treating it as changing the company's quality of revenue? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent recent shift with both halves present: (1) SELF-ARRIVING REVENUE, OBSERVED NOW: management points to real, current repeat-mechanism revenue — reorder rates, renewal behavior, consumable or aftermarket attach, usage growth from installed product, or customers reordering on their own schedule — described with concrete grounding in the recent period, not asserted through generic 'recurring revenue' or 'loyal customers' language; and (2) THE PROPORTION HAS RECENTLY MOVED: management conveys that this self-arriving component is a visibly LARGER share of the business than it recently was — through an installed base that has recently scaled, a consumable or service stream now compounding on top of equipment already placed, or repeat behavior recently strengthening — so the company's revenue is becoming progressively less dependent on winning each sale, with the mix still early in its shift. Answer NO if the business has always been overwhelmingly recurring or contractual with nothing recently shifted. NO if repeat language is boilerplate with no observed behavior or recent change. NO if the repeat revenue is forced by contract lock-in with no customer choice described. NO if the shift is only planned or hoped for. NO if the pattern rests on one anecdote, or appears only in an analyst's question management does not affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
DUOT Duos Technologies Group, Inc. Q4 2023 2024-04-01 F
QTRX Quanterix Corporation Q3 2023 2023-11-07 B
CYBR CyberArk Software Ltd. Q3 2021 2021-11-04 B+
IRBT iRobot Corporation Q3 2021 2021-10-28 D
TOUR Tuniu Corporation Q4 2017 2018-03-14 D

How the model reasoned

DUOT · Q4 2023 → YESThe question is about whether management describes a growing share of revenue arriving without a new selling event, through reorders, renewals, etc., and that this has recently and visibly grown as a ...
QTRX · Q3 2023 → YESThe question is about whether management describes a growing share of revenue arriving without a new selling event, like through reorders, consumables, etc., and that this share has recently grown.
CYBR · Q3 2021 → YESThe question is about whether management describes a growing share of revenue arriving without a new selling event, like through renewals, and that this has recently grown as a proportion.

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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.