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
NO
on the Q4 2016 call
2017-02-28
B
The model's full reasoning — Q4 2016 call → NOWe need answer only 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. This is a commercial real estate finance company. Revenue from loans interest, repayments, etc. Not typical recurring product. Need see if management mentions repeat borrowers, but that's about originations. "over 60% of our transactions were with repeat borrowers." That's repeat borrowers for new loans, not self-arriving revenue. No mention of reorders, refills, renewals, usage-driven billing, etc. The business is loan origination and interest. Interest on loans is contractual, but not described as self-arriving without selling event. No mention of revenue mix shifting to recurring. So answer NO.
← Back to the full ARI analysis
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
| Ticker | Company | Call | Date | Call 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.
More from the question bank
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.