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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

Lennox International Inc. (LII) — this company's answers

NO on the Q4 2017 call 2018-02-06 B+
The model's full reasoning — Q4 2017 call → NOWe need answer YES or NO based on transcript. Need determine if management describes growing share of revenue arrives without new selling event (self-arriving) and recently visibly grown as proportion, grounded in observed current behavior. Let's examine transcript. The call discusses segments: Residential, Commercial, Refrigeration. There is mention of replacement business, new construction, national account service revenue, etc. But does management describe a shift toward recurring/repeat revenue? They mention "replacement business" (which is repeat? Actually replacement is when old unit fails, customer buys new unit - not necessarily self-arriving without selling event? It's still a sale event). They mention "National Account Service revenue" up mid-teens, "Lennox National Account Service revenue was up low double-digits" etc. But is that described as self-arriving revenue growing as proportion? They talk about service revenue growth, but not necessarily as a shift in quality of revenue. They also mention "aftermarket" maybe? Let's search. Transcript: "In Commercial, revenue was up 5% at constant currency for the year and profit rose 5%. Segment margin was 16.2%, off 10 basis points. As in Residential, we made investments for the future growth and profitability of the business and had unfavorable mix from certain large national account shipments mid-year. In North America, Commercial equipment revenue was up high single-digits for 2017. Replacement revenue was up mid-teens and the new construction revenue was down mid single-digits for the year. Looking at the business another way, national account equipment revenue was up low double-digits. The company had a record year in winning new national account business with 42 new customers across many vertical markets. On the service side, Lennox National Account Service revenue was up low double-digits as well. Equipment from regional and local business was up mid single-digits." This mentions service revenue growth, but not necessarily "self-arriving" without selling event. Service revenue is recurring? But they don't frame it as a shift in proportion or quality of revenue. They also mention "replacement" which is not self-arriving; it's a purchase event.

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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.