Every category where a model named Digits 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%	58 of 79	33%	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 Digits 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 Digits 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	0	0	0	0
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	1	0	1	2
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	1	1	2
Llama 4 Maverick	0	2	0	2
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

Direct5 labels1

Paraphrase1 label1

Comparative8 labels1not counted in share

Budget-constrained7 labels1

Scale-constrained3 labelsNone

Negative9 labelsNone

First choiceAlternativeMentionNegative33 labels in all, every segment counted; 3 of the 4 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.

“Best for: AI-native full ledger for growing SMBs/CPAs” Grok 4.1 Fast · 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.

“AI-native ledgers (Digits, Puzzle) — best for startups, not a 500-person org” DeepSeek V4 Flash · AI accounting assistants · scale prompt · soft negative

“Ranked low in privacy audits” Grok 4.1 Fast · AI accounting assistants · negative prompt · soft negative

Named alongside

The products named in the same answers as Digits, over the 33 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Digits was named but was not.

ProductSame answerTook the first choice insteadHead to head

QuickBooks Online24 of 337Not in the top three

Xero22 of 338Not in the top three

FreshBooks11 of 331Not in the top three

Vic.ai11 of 330Not in the top three

Zoho Books10 of 332Not in the top three

Zeni10 of 330Not in the top three

ChatGPT9 of 330Not in the top three

Numeric8 of 332Not in the top three

BILL8 of 330Not in the top three

Claude8 of 330Not 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 Digits. 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 32 of the 33 answers that named Digits and are not a share of its labels.

Domains cited

intuit.com16

gotofu.com13

dualentry.com12

bestaiaccounting.com10

growthy.com10

articsledge.com9

numeric.io9

aibuzz.blog8

fathomhq.com8

usecarly.com8

103 of the 103 domain citations in answers naming Digits came from somebody else's page.

Pages cited

intuit.com/blog/innovative-thinking/best-ai-accounting-software-tools16

dualentry.com/blog/best-ai-accounting-software11

gotofu.com/blog/best-ai-bookkeeping-software10

fathomhq.com/blog/best-ai-accounting-tools-what-to-use-and-why8

numeric.io/blog/ai-accounting-tools7

startupowl.com/setup/ai-bookkeeping-for-small-business7

techcapitalhub.com/top-ai-accounting-software7

usecarly.com/blog/ai-accounting-software7

Pages are listed as the models cited 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 Digits'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 Digits, 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 digits.com 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.