Question Bank › The product is disappearing into reorder rhythm

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

Ooma, Inc. (OOMA) — this company's answers

NO on the Q3 2022 call 2021-12-02 B+
The model's full reasoning — Q3 2022 call → NOWe need answer only YES or NO. Need evaluate based on transcript. Question asks: Does management describe that a growing share of 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 proportion, with management grounding shift in observed current behavior and treating it as changing quality of revenue? We need parse transcript. Ooma is subscription-based. They talk about subscription and services revenue, recurring revenue. But question specifically about "self-arriving revenue" without new selling event, and recently grown proportion. Need see if management describes such shift. They mention business customers now 49% of subscription and services revenue, up from 44% prior year. But that's mix shift, not necessarily self-arriving. They mention net dollar subscription retention rate 98%, up from 95% prior year. That indicates repeat revenue from existing customers. But is that "self-arriving" and recently grown? They mention ARPU up 9% due to mix of business users and Pro tier. They mention 48% of new office users opting Pro, 19% overall. That's about new sales, not self-arriving. Need see if management explicitly says a growing share of revenue arrives without new selling event. They talk about subscription revenue being recurring. But the question is nuanced: "self-arriving revenue" through reorders, renewals, etc. The transcript has no mention of reorders, refills, renewals, repeat purchases, usage-driven billing, aftermarket, consumable pull-through. They mention "net dollar subscription retention rate" which is about existing customers staying, but that's not necessarily "self-arriving" without selling event? It is recurring revenue from subscriptions. But the question asks "recently and visibly grown as a proportion" and "grounding shift in observed current behavior". They mention retention rate improved from 95% to 98% year-over-year. That is a recent improvement in repeat behavior. But is that "self-arriving revenue" as a growing share? They don't explicitly say "share of revenue now arrives without a new selling event". They do say subscription and services revenue is 91% of total revenue, but that's not new.

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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.