Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 18 → 27 of 77
1 category · RankedRightRev
80Judge labels
4First choices
4Negative labels
14 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
6% in Revenue recognition for mid-market buyers
Rank 6 of 77 in the mid-market standingaccepted challenger
2 of 14 models made it the first choice on the direct prompt; 0% of its 33 labels there were negative.
What the models named instead of RightRev →By buyer segmentRead the same way at every buyer size.
Small business23 of 79
0%9 labels
under the label threshold
Mid-market6 of 77
6%33 labels
accepted challenger
Enterprise7 of 65
2%38 labels
accepted challenger
In revenue recognition · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named RightRev 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 | 6% | 6 of 77 | 0% | 33 | accepted challenger | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, RightRev held within the floor in its one category: no change cleared 10 points.
Best category · Revenue recognition · by segment
Mid-market▼−4Since September 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 4% in September 2026
Inside the floor by 6 pointsRank 7 → 19 of 74
Enterprise▼−3Since September 2026: 5% → 2%, −3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
2%from 5% in September 2026
Inside the floor by 7 pointsRank 3 → 6 of 62
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Revenue recognition | 4% | 0% | ▼−4Since September 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 6 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 RightRev across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated RightRev across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 5 | 0 | 0 | 5 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 2 | 0 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 2 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 1 | 1 | 0 | 3 |
| Muse Glimmer 30B | 2 | 0 | 2 | 0 | 4 |
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
Direct13 labels2
Paraphrase23 labels1
Comparative22 labels4not counted in share
Budget-constrained6 labels1
Scale-constrained12 labelsNone
Negative4 labels1not counted in share
First choiceAlternativeMentionNegative80 labels in all, every segment counted; 4 of the 9 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.
“RightRev is the best fit for mid-market and enterprise SaaS teams that need a dedicated ASC 606/IFRS 15 compliance layer on top of existing billing systems” Muse Glimmer 30B · Revenue recognition · direct prompt · first choice
“I'd start with RightRev—especially if contracts include bundles, usage-based pricing, or frequent amendments.” GPT-6 Luna · Revenue recognition · direct prompt · first choice
“RightRev is the most cited mid-market dedicated option.” Muse Glimmer 30B · Revenue recognition · paraphrase prompt · first choice
“It is frequently ranked highly for its ability to get live quickly (4–8 weeks) and its robust audit trail capabilities.” GLM 4.7 FlashX · 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 RightRev, over the 80 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and RightRev was named but was not.ShowHide
Named alongside
The products named in the same answers as RightRev, over the 80 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and RightRev was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
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 RightRev. 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 80 of the 80 answers that named RightRev and are not a share of its labels.
Domains cited
ledgerup.ai57
rightrev.comYour site57
wise.com47
guideflow.com46
zenskar.com36
fueler.io33
zuora.com31
hubifi.com29
synder.com27
worldmetrics.org27
333 of the 390 domain citations in answers naming RightRev came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
rightrev.com is not in Google's top ten for any of the category's searches. In the answers, RightRev takes 6% of first choices and Maxio takes 20%.ShowHide
Search and answers
rightrev.com is not in Google's top ten for any of the category's searches. In the answers, RightRev takes 6% of first choices and Maxio takes 20%.
ShowHideIn search
Google, US estimatesPosition for “revenue recognition tools”
–
not in the top ten
Position for “revenue recognition software”
–
not in the top ten
- Searches for its name, Google
- 880 a month (“rightrev”)
- AI search demand for its name, est.
- 3 a month
- Organic visits to its site
- about 2,101 a month
- Searches its site ranks for
- 1,012 · 56 in the top three
- Sites linking to it
- 610
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
6%
rank 6 of 77 in revenue recognition
Segment leader
20%
Maxio
- First choices
- 4 across its categories
- Named in
- 80 answers
- Its own site cited
- in 80 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.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on rightrev.com
276
subdomains included
Content
156
counted in the table below
Documentation
1
Product · Integration
0 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 120 | 9 | 2026-09-22 | Revenue recognition, Accounting software | |
| Podcast or video | 15 | 0 | 2026-05-15 | Revenue recognition, Lease accounting | |
| Comparison | 8 | 3 | 2026-08-11 | Revenue recognition | |
| Webinar or virtual event | 5 | 0 | 2026-05-28 | Lease accounting | |
| Case study | 4 | 0 | 2026-06-29 | ||
| Report or ebook | 3 | 0 | 2026-03-17 | ||
| Glossary or explainer | 1 | 0 | 2026-02-10 | Revenue recognition |
Most recent
- 2026-09-22Outcome based pricing event based revenue recognition blog
- 2026-09-16Evaluate ssp allocation revenue recognition software blog
- 2026-09-10Examples of revenue recognition principle blog
- 2026-08-25Ai monetization revenue recognition blog
- 2026-08-20Sec revenue recognition enforcement blog
- 2026-08-17How to evaluate revenue recognition software blog
How it is countedHide how it is counted
Every page rightrev.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Follow RightRev
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
RightRev is its own company.ShowHide
The company
RightRev is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- AI-Powered Revenue Recognition for Finance Teams
- For
- Finance Teams
- Customers named
- EpicorDoceboDrataSnowflake
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting
What RightRev's own pages state, read September 28, 2026: rightrev.com, rightrev.com/category/customer-stories, rightrev.com/integrations. 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 RightRev'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 RightRev, 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 RightRev by email, built from the raw record of the edition. It shows:
- where RightRev 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 RightRev, 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.