Every category where a model named TurboTax Business 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
Corporate tax provision	Tax and compliance	2%	18 of 98	40%	5	under 10 labels · led by Thomson Reuters ONESOURCE Tax Provision at 26%

Movement

This is the first edition on this tier, so no move can be computed for TurboTax Business 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 TurboTax Business across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Mention	Negative	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	1	0	1
Gemini 3.5 Flash	0	0	1	1
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	1	1	2
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	0	0	0	0
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	1	0	0	1

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

Direct2 labelsNone

Paraphrase7 labels4

Comparative2 labelsNone

Budget-constrained5 labels1

Scale-constrained0 labelsNone

Negative4 labelsNone

First choiceAlternativeMentionNegative20 labels in all, every segment counted; 5 of the 5 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.

“TaxAct Business or TurboTax Business provide the best value” MiniMax M2.5 · Corporate tax provision · budget prompt · first choice

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.

“Retail Software (e.g., TurboTax Business): ... introduces high audit risks” Gemini 3.5 Flash · Corporate tax provision · paraphrase prompt · hard negative

“Consumer Reports (older tests) found glitches missing deductions; some poor support access.” Grok 4.1 Fast · Corporate tax provision · negative prompt · soft negative

Named alongside

The products named in the same answers as TurboTax Business, over the 20 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and TurboTax Business was named but was not.

ProductSame answerTook the first choice insteadHead to head

Bloomberg Tax Provision10 of 201Not in the top three

TaxAct Business10 of 201Not in the top three

H&R Block6 of 200Not in the top three

TaxSlayer6 of 200Not in the top three

Avalara5 of 201Not in the top three

Thomson Reuters ONESOURCE5 of 201Not in the top three

Thomson Reuters ONESOURCE Tax Provision5 of 201Not in the top three

Vertex5 of 200Not in the top three

QuickBooks Online4 of 201Not in the top three

CCH Axcess Tax4 of 200Not 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 TurboTax Business. 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 18 of the 20 answers that named TurboTax Business and are not a share of its labels.

Domains cited

worldmetrics.org12

cnbc.com10

tax.thomsonreuters.com9

wifitalents.com9

gartner.com8

quicken.com8

gitnux.org7

pro.bloombergtax.com7

techrepublic.com7

investopedia.com6

Eighty-three of the eighty-three domain citations in answers naming TurboTax Business came from somebody else's page.

Pages cited

cnbc.com/select/best-tax-software-for-small-businesses10

gartner.com/reviews/market/tax-software8

quicken.com/blog/best-tax-preparation-and-compliance-tools-for-small-businesses-in-20268

wifitalents.com/best/tax-provision-software8

techrepublic.com/article/best-business-tax-software6

worldmetrics.org/best/corporate-tax-software6

worldmetrics.org/best/tax-provision-software6

zipdo.co/best/corporate-tax-provision-software6

Pages are listed as the models cited them.

Names read as TurboTax Business

What the judge wrote, as written, with how often. The vendor table decides that these count as TurboTax Business; a claim can dispute any of them.

TurboTax 2

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 TurboTax Business'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 TurboTax Business, 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 turbotax.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.