Small businessgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 11 pointsNot ranked
1 category · Named, not rankedRevSure
11Judge labels
1First choices
0Negative labels
7 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Standing
3 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. RevSure was named 3 times in Attribution & MMM, where Dreamdata led with 27%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market18 of 123
2%3 labels
under the label threshold
Enterprise27 of 110
0%4 labels
under the label threshold
In attribution & mmm · 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 RevSure 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 |
|---|---|---|---|---|---|---|---|
| Attribution and marketing mix modeling | Marketing | 2% | 18 of 123 | 0% | 3 | under 10 labels · led by Dreamdata at 27% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, RevSure held within the floor in its one category: no change cleared 11 points.
Best category · Attribution & MMM · by segment
Mid-market▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 9 pointsRank 35 → 17 of 112
Enterprise▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 9 pointsRank 15 → 25 of 101
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Attribution & MMM | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 35 → 18 of 123 |
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 11 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 RevSure 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 RevSure 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 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
Direct7 labelsNone
Paraphrase2 labels1
Comparative0 labelsNone
Budget-constrained1 labelNone
Scale-constrained1 labelNone
Negative0 labelsNone
First choiceAlternativeMentionNegative11 labels in all, every segment counted; 1 of the 1 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.
“RevSure is arguably the market leader in bridging the gap between B2B attribution and MMM.” Gemini 3.5 Flash · Attribution & MMM · paraphrase prompt · first choice
“RevSure (Best for Pure-Play B2B Marketing Mix Modeling)” Gemini 3.5 Flash · Attribution & MMM · direct 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 RevSure, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and RevSure was named but was not.ShowHide
Named alongside
The products named in the same answers as RevSure, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and RevSure 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 RevSure. 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 11 of the 11 answers that named RevSure and are not a share of its labels.
Domains cited
revsure.aiYour site10
avoma.com4
cometly.com4
improvado.io3
integrate.com3
pipeline.zoominfo.com3
zapier.com3
admetrics.io2
bigmoves.marketing2
calibermind.com2
Twenty-six of the thirty-six domain citations in answers naming RevSure came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on revsure.ai
1,177
subdomains included
Content
855
counted in the table below
Documentation
107
Product · Integration
36 · 8
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 582 | 39 | 2026-09-24 | ABM, Enrichment | |
| Comparison | 78 | undated | ABM, Sales engagement | ||
| Webinar or virtual event | 43 | undated | |||
| News or press | 42 | undated | CDP | ||
| Conference or event | 32 | 0 | 2025-12-19 | ||
| Glossary or explainer | 19 | 4 | 2026-09-19 | Identity | |
| Case study | 16 | undated | |||
| Report or ebook | 15 | 0 | 2026-02-19 | ||
| Template or tool | 15 | 0 | 2025-12-08 | ABM, SEO | |
| Podcast or video | 13 | 0 | 2025-12-26 |
Most recent
- 2026-09-24Ai digital workers in b2b gtm blog
- 2026-09-22Programmatic gtm blog
- 2026-09-19What is gtm engineering glossary or explainer
- 2026-09-18Enterprise ai assistants gtm context layer blog
- 2026-09-18Glean and revsure better together blog
- 2026-09-18Headless mcp for gtm teams blog
How it is countedHide how it is counted
Every page revsure.ai 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.
Names read as RevSure
What the judge wrote, as written, with how often. The vendor table decides that these count as RevSure; a claim can dispute any of them.
RevSure.ai 1
Follow RevSure
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
RevSure is its own company.ShowHide
The company
RevSure is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The Context Layer for Go-to-Market AI
- For
- enterprise revenue teams
- Price stated
- Early Adopter starts at $4,000/month. Growth starts at $6,000/month. Enterprise is custom. revsure.ai/pricing
- Starting price
- 4000 revsure.ai/pricing
- Integrations claimed
- 30 revsure.ai/pricing
- Certifications
- SOC 2 Type IIAudited security controlsISO 27001:2022Certified information securityISO 42001:2023Responsible AI governanceGDPR EU data protectionSOC 2 Type IIISO 27001:2022ISO 42001:2023SOC 2 Type I
- Hosting
- Custom data residencyUS (us-central-1a)USEU
- Customers named
- OverhaulmablGleanNcontractsAbnormal AIZscalerAccurisCaptivateIQ
- Not stated on the pages read
- Free plan or trial
What RevSure's own pages state, read October 5, 2026: revsure.ai, revsure.ai/pricing, revsure.ai/security, revsure.ai/platform, revsure.ai/customers. 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 RevSure'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 RevSure, 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 RevSure by email, built from the raw record of the edition. It shows:
- where RevSure 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 RevSure, 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.