Every category where a model named Flowrev for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Revenue recognition	Accounting and close	4%	8 of 77	0%	4	under 10 labels · led by Maxio at 20%	▼−2Since September 2026: 6% → 5%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Flowrev held within the floor in its one category: no change cleared 10 points.

Best category · Revenue recognition · by segment

Small business▼−2Since September 2026: 8% → 6%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.

6%from 8% in September 2026

Inside the floor by 8 pointsRank 4 → 6 of 77

Mid-market▼−2Since September 2026: 6% → 5%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.

5%from 6% in September 2026

Inside the floor by 8 pointsRank 4 → 7 of 74

EnterprisegoneNot named this edition; 0% in September 2026.

0%from 0% in September 2026

Inside the floor by 10 pointsNot ranked

All categories · Mid-market

Category	September 2026	Now	Change	Reading	Rank
Revenue recognition	6%	5%	▼−2Since September 2026: 6% → 5%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.	Within noise	Rank 4 → 8 of 77

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated Flowrev across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

ShowHide

Model	First choice	Alternative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	1	0	1
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	0	1	1
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	1	1
Kimi K2	0	0	0
GLM 4.7 FlashX	1	0	1
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct2 labelsNone

Paraphrase0 labelsNone

Comparative2 labelsNone

Budget-constrained9 labels6

Scale-constrained2 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative15 labels in all, every segment counted; 6 of the 6 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Start with Flowrev — it's free to try with no credit card, handles ASC 606 compliance” GLM 4.7 FlashX · Revenue recognition · budget prompt · first choice

“Flowrev is the most cost-effective standalone software on the market.” Gemini 3.5 Flash · Revenue recognition · budget prompt · first choice

“Focuses specifically on recurring revenue (subscriptions) and expense allocation.” Qwen 3.7 Flash · Revenue recognition · budget prompt · alternative

“Flowrev is designed to replace spreadsheets for small businesses” Mistral Small · Revenue recognition · comparative prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Flowrev, over the 15 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Flowrev was named but was not.

ShowHide

ProductSame answerTook the first choice insteadHead to head

QuickBooks Online10 of 152Not among the top eight

Maxio9 of 153Not among the top eight

Stripe Revenue Recognition7 of 153Not among the top eight

Sage Intacct Revenue Recognition6 of 150Not among the top eight

TrueRev6 of 150Not among the top eight

Xero5 of 150Not among the top eight

ScaleXP4 of 151Not among the top eight

Puzzle3 of 151Not among the top eight

Zenskar3 of 151Not among the top eight

Zuora Revenue3 of 151Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Flowrev. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 15 of the 15 answers that named Flowrev and are not a share of its labels.

Domains cited

wise.com13

pipedrive.com12

itechguides.com10

zenskar.com9

softwaresuggest.com7

hubifi.com6

scalexp.com6

truerev.com6

capterra.com5

dualentry.com5

Seventy-nine of the seventy-nine domain citations in answers naming Flowrev came from somebody else's page.

Pages cited

wise.com/us/blog/best-revenue-recognition-software13

pipedrive.com/en/blog/best-revenue-recognition-software12

itechguides.com/best/revenue-recognition-software9

zenskar.com/buyers-guide/revenue-recognition-software9

softwaresuggest.com/revenue-recognition-software7

scalexp.com/blog/revenue-recognition-software6

guideflow.com/blog/revenue-recognition-software5

toolradar.com/guides/best-revenue-recognition-software5

Pages are listed as the models cited them.

Search and answers

flowrev.com is not in Google's top ten for any of the category's searches. In the answers, Flowrev takes 4% of first choices and Maxio takes 20%.

ShowHide

In search

Google, US estimates

Position for “revenue recognition tools”

–

not in the top ten

Position for “revenue recognition software”

–

not in the top ten

Searches for its name, Google: 40 a month (“flowrev”)
AI search demand for its name, est.: 3 a month
Organic visits to its site: about 16 a month
Searches its site ranks for: 11 · 1 in the top three
Sites linking to it: 167
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

2 ads · 1 image, 1 text · 2 shown in the last 30 days

First shown January 2025, as Flowrev, Inc, verified.

On Google's pages: 1 2

In answers

This edition

Share of first choices

rank 8 of 77 in revenue recognition

Segment leader

20%

Maxio

First choices: 6 across its categories
Named in: 15 answers
Its own site cited: in 15 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Follow Flowrev

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Flowrev is its own company.

ShowHide

In its own words

Stated by the vendor, not checked

Positioning: Automate Revenue Recognition For Xero and QuickBooks
flowrev.com
For: for a variety of business models: Subscription, SaaS, Usage based, % Complete, Milestone, and more.
flowrev.com
Price stated: Bronze 50 per org. / mo.; Silver 100 per org. / mo.; Gold 150 per org. / mo.; Platinum 300+ per org. / mo.; Free users $0. flowrev.com/pricing
Starting price: 50 flowrev.com/pricing
Free plan or trial: free 14-day trial flowrev.com
Integrations claimed: 2 flowrev.com
Certifications: certified for Xero and QuickBooksGAAP/ASC 606 & IFRS 15 compliance
Customers named: Finling Associates Ltd.eShares, Inc.Tahlent, Inc. (SwoopTalent.com)
Not stated on the pages read: Hosting

What Flowrev's own pages state, read September 28, 2026: flowrev.com, flowrev.com/pricing. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Flowrev's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Flowrev, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Flowrev by email, built from the raw record of the edition. It shows:

where Flowrev is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Flowrev, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.