Finance AI Index

Index › Vendors › Booke AI · September 2026 Edition

Booke · 1 category · Named, not ranked

Booke AI

17Judge labels

0First choices

6Negative labels

9 of 12Models named it

1Category

September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.

Standing

6 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Booke AI was named 6 times in AI accounting assistants, where Sage Intacct led with 25%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business20 of 57

under the label threshold

Mid-market70 of 79

under the label threshold

Enterprise67 of 76

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
AI accounting assistants	Accounting and close	0%	70 of 79	50%	6	under 10 labels · led by Sage Intacct at 25%

Movement

This is the first edition on this tier, so no move can be computed for Booke AI yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

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

Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	1	0	0	1
GPT-5.4 mini	0	0	1	1
Gemini 3.5 Flash	1	0	0	1
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	0	1	1
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	0	1	1
Llama 4 Maverick	0	1	0	1
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	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

Direct4 labelsNone

Paraphrase0 labelsNone

Comparative4 labelsNone

Budget-constrained1 labelNone

Scale-constrained3 labelsNone

Negative5 labelsNone

First choiceAlternativeMentionNegative17 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.

“Booke AI is strongest when the goal is AI bookkeeping workflow automation inside QuickBooks Online” Claude Haiku 4.5 · AI accounting assistants · direct prompt · alternative

“| Scaling QBO/Xero Bookkeeping | Booke AI |” Gemini 3.5 Flash · AI accounting assistants · 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.

“Skip dedicated AI add-ons like Booke AI unless you already use QuickBooks/Xero ... usually too expensive for a limited budget” GPT-5.4 mini · AI accounting assistants · budget prompt · hard negative

“Privacy claims exist (isolated models), but thin verification per reviews; test thoroughly.” Grok 4.1 Fast · AI accounting assistants · negative prompt · soft negative

“built for firms, not corporate finance teams” DeepSeek V4 Flash · AI accounting assistants · scale prompt · soft negative

Named alongside

The products named in the same answers as Booke AI, over the 17 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.

ProductSame answerTook the first choice insteadHead to head

QuickBooks Online10 of 174Not in the top three

Vic.ai10 of 171Not in the top three

Xero9 of 174Not in the top three

Zeni9 of 170Not in the top three

Truewind8 of 170Not in the top three

Digits7 of 171Not in the top three

Numeric6 of 171Not in the top three

Puzzle5 of 172Not in the top three

ChatGPT5 of 170Not in the top three

Claude5 of 170Not in the top three

A head-to-head page exists where both products are in a category's top three. 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, four of the twelve in this edition, so these counts come from 13 of the 17 answers that named Booke AI and are not a share of its labels.

Domains cited

dualentry.com7

growthy.com7

intuit.com5

usecarly.com5

aibuzz.blog4

articsledge.com4

becker.com4

booke.aiYour site4

forbes.com4

linkedin.com4

Forty-four of the forty-eight domain citations in answers naming Booke AI came from somebody else's page.

Pages cited

dualentry.com/blog/best-ai-accounting-software6

intuit.com/blog/innovative-thinking/best-ai-accounting-software-tools5

becker.com/blog/cpe/risks-of-ai-in-accounting-what-every-accounting-professional-needs-to-4

forbes.com/councils/forbestechcouncil/2026/09/17/ai-in-accounting-how-to-work-smart-while-4

growthy.com/blog/ai-accounting-software4

usecarly.com/blog/ai-accounting-software4

aibuzz.blog/best-ai-accounting-software3

articsledge.com/post/ai-accounting-tools3

Pages are listed as the models cited them.

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 2Booke.ai 1

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.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at booke.ai is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.