Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 54 of 96, unchanged
2 categories · Named, not rankedChatFin
3Judge labels
0First choices
0Negative labels
3 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. ChatFin was named 2 times in Cash flow forecasting and 1 other category, where Agicap led with 13%. 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-market60 of 101
0%1 label
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In cash flow forecasting · 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 ChatFin 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 |
|---|---|---|---|---|---|---|---|
| Cash flow forecasting | Treasury and cash | 0% | 60 of 101 | 0% | 1 | under 10 labels · led by Agicap at 13% | newNew since September 2026: not ranked then, 0% now. |
| Financial close management | Accounting and close | 0% | 29 of 85 | 0% | 1 | under 10 labels · led by FloQast at 55% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, ChatFin held within the floor in all two categories: no change cleared 10 points.
Best category · Cash flow forecasting · by segment
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Cash flow forecasting | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 60 of 101, unchanged |
| Financial close manageme | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 29 of 85, unchanged |
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 ChatFin 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 ChatFin 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 | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| 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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative1 labelNone
Budget-constrained0 labelsNone
Scale-constrained1 labelNone
Negative1 labelNone
First choiceAlternativeMentionNegative3 labels in all, every segment counted; 0 of the 0 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.
“Modern platforms (such as Numeric, ChatFin, or Bluecopa)” Gemini 3.5 Flash · Financial close manageme · negative 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 ChatFin, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ChatFin was named but was not.ShowHide
Named alongside
The products named in the same answers as ChatFin, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ChatFin 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 ChatFin. 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 3 of the 3 answers that named ChatFin and are not a share of its labels.
Domains cited
chatfin.aiYour site3
bluecopa.com2
acompli.ie1
agicap.com1
bankreconciler.app1
bestaiaccounting.com1
bigtime.net1
blog.aico.ai1
cfoshortlist.com1
cobase.com1
Ten of the thirteen domain citations in answers naming ChatFin 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 chatfin.ai
3,750
subdomains included
Content
3,593
counted in the table below
Documentation
0
Product · Integration
42 · 9
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 3,097 | 1 | 2026-07-06 | Expense management, Cash application | |
| Comparison | 285 | 0 | 2026-04-07 | Expense management, Financial close manageme | |
| Report or ebook | 63 | 29 | 2026-08-27 | Expense management, Cash flow forecasting | |
| Glossary or explainer | 57 | 4 | 2026-07-30 | Cash flow forecasting | |
| Podcast or video | 40 | 0 | 2026-03-09 | ||
| Template or tool | 22 | 16 | 2026-08-06 | Account reconciliation | |
| Conference or event | 13 | 2 | 2026-08-28 | ||
| Webinar or virtual event | 7 | 0 | 2026-06-03 | ||
| Case study | 5 | 2 | 2026-08-31 | ||
| News or press | 4 | 0 | 2026-05-29 |
Most recent
- 2026-08-31Medical devices finance case study case study
- 2026-08-31Cybersecurity finance case study case study
- 2026-08-28Vancouver cfo network ai agents conference or event
- 2026-08-27Cfo ai intent index geography report or ebook
- 2026-08-27Cfo ai intent index finance functions report or ebook
- 2026-08-27Cfo ai intent index report or ebook
How it is countedHide how it is counted
Every page chatfin.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. Of its titles that name a category, most name expense management (24); 17 name its categories the models place it in. 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 ChatFin
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
ChatFin is its own company.ShowHide
The company
ChatFin is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- AI agents for finance and accounting teams
- For
- Finance and Accounting Teams
- Price stated
- Free demo chatfin.ai
- Starting price
- 0 chatfin.ai
- Free plan or trial
- Free demo chatfin.ai
- Integrations claimed
- 16 chatfin.ai · 9 chatfin.ai/integrations pages disagree
- Certifications
- SOC 2 Type IIISO 27001
- Hosting
- US and EU residency
- Customers named
- VerdantVivinoPersimmon TechnologiesU.S. Auto Force
What ChatFin's own pages state, read October 6, 2026: chatfin.ai, chatfin.ai/platforms, chatfin.ai/customers, chatfin.ai/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 ChatFin'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 ChatFin, 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 ChatFin by email, built from the raw record of the edition. It shows:
- where ChatFin 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 ChatFin, 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.