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 20 → 18 of 63
Booke · 1 category · RankedBooke AI
32Judge labels
0First choices
6Negative labels
11 / 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
0% in AI accounting assistants for mid-market buyers
Rank 21 of 85 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 17% of its 12 labels there were negative.
What the models named instead of Booke AI →By buyer segmentRead the same way at every buyer size.
Small business19 of 67
0%16 labels
accepted challenger
Mid-market21 of 85
0%12 labels
accepted challenger
Enterprise39 of 100
0%4 labels
under the label threshold
In ai accounting assistants · 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 Booke AI 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 |
|---|---|---|---|---|---|---|---|
| AI accounting assistants | Accounting and close | 0% | 21 of 85 | 17% | 12 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Booke AI held within the floor in its one category: no change cleared 10 points.
Best category · AI accounting assistants · by segment
Mid-market=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 69 → 21 of 72
Enterprise=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 66 → 32 of 87
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| AI accounting assistants | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 69 → 21 of 85 |
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 Booke AI 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 Booke AI 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 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| 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 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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
Direct8 labelsNone
Paraphrase2 labelsNone
Comparative6 labelsNone
Budget-constrained7 labelsNone
Scale-constrained5 labelsNone
Negative4 labelsNone
First choiceAlternativeMentionNegative32 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.
“Automates transaction categorization, invoice matching, reconciliation; more affordable options” MiniMax M2.5 · AI accounting assistants · direct prompt · alternative
“Booke AI (~$18/month) integrates with QuickBooks/Xero to add AI categorization.” Kimi K2 · AI accounting assistants · budget prompt · alternative
“A powerful AI overlay built specifically around the QuickBooks Online bank feed.” Gemini 3.5 Flash · AI accounting assistants · comparative prompt · alternative
“Booke.ai acts as an "AI Bookkeeper" that plugs directly into your ledger.” Gemini 3.5 Flash · AI accounting assistants · budget 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.
“these figures should be treated as marketing claims rather than guarantees... best used with human oversight” Mistral Small · AI accounting assistants · negative prompt · soft negative
“Overhyped Autonomy Claims (e.g., Booke AI, Vic.ai claiming 95% hands-off)” Grok 4.1 Fast · AI accounting assistants · negative prompt · soft negative
Named alongside
The products named in the same answers as Booke AI, over the 32 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Booke AI was named but was not.ShowHide
Named alongside
The products named in the same answers as Booke AI, over the 32 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Booke AI 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 Booke AI. 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 32 of the 32 answers that named Booke AI and are not a share of its labels.
Domains cited
articsledge.com21
intuit.com15
rillet.com14
resources.rework.com13
ramp.com12
booke.aiYour site11
usecarly.com10
fitsmallbusiness.com8
fritz.ai8
numeric.io8
109 of the 120 domain citations in answers naming Booke AI came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
booke.ai ranks first on Google for the category's searches. In the answers, Booke AI takes 0% of first choices and Sage Intacct takes 22%.ShowHide
Search and answers
booke.ai ranks first on Google for the category's searches. In the answers, Booke AI takes 0% of first choices and Sage Intacct takes 22%.
ShowHideIn search
Google, US estimatesPosition for “ai accounting tools”
–
not in the top ten
Position for “ai bookkeeping tool”
–
not in the top ten
- Searches for its name, Google
- 320 a month (“booke ai”)
- AI search demand for its name, est.
- 3,307 a month
- Its company's site
- booke.ai shared with Booke's other products; the figures are the site's
- Organic visits to its site
- about 759 a month
- Searches its site ranks for
- 146 · 14 in the top three
- Sites linking to it
- 937
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US
In answers
This editionShare of first choices
0%
rank 21 of 85 in AI accounting assistants
Segment leader
22%
Sage Intacct
- First choices
- 0 across its categories
- Named in
- 32 answers
- Its own site cited
- in 32 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.
Names read as Booke AI
What the judge wrote, as written, with how often. The vendor table decides that these count as Booke AI; a claim can dispute any of them.
Booke.ai 3
Follow Booke AI
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
Booke is the company behind Booke AI.ShowHide
The company
Booke is the company behind Booke AI.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- AI bookkeeping software for QuickBooks Online and Xero
- For
- Accounting and bookkeeping firms
- Price stated
- Booke AI Business is $129/business/month as listed for the US. Pricing is per business. Accounting firms are priced by request, with white-label available. Other regions and current plans are on the pricing page. booke.ai/bookkeeping-ai
- Starting price
- 129 booke.ai/bookkeeping-ai
- Integrations claimed
- 3 booke.ai/compare/dext-vs-booke-ai
- Certifications
- GDPR CompliantAudited by Intuit & XeroSecured with AES-256 Encryption
- Not stated on the pages read
- Free plan or trial, hosting, customers
What Booke AI's own pages state, read September 28, 2026: booke.ai/bookkeeping-ai, booke.ai/best-ai-bookkeeping-software, booke.ai/cs-cz/ucetnictvi-ai, booke.ai/hub/ai-and-bookkeeping, booke.ai/compare/dext-vs-booke-ai. 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 Booke AI'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 Booke AI, 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 Booke AI by email, built from the raw record of the edition. It shows:
- where Booke AI 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 Booke AI, 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.