Every category where a model named Dun & Bradstreet 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
B2B credit management	Receivables and billing	0%	31 of 82	29%	7	under 10 labels · led by Tesorio at 16%

Movement

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

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	0	0	0	0
Perplexity Sonar	0	0	0	0	0
Grok 4.1 Fast	0	1	1	0	2
Mistral Small	0	0	1	0	1
DeepSeek V4 Flash	0	1	0	2	3
Llama 4 Maverick	0	0	0	0	0
Qwen 3.7 Flash	1	0	0	0	1
Kimi K2	0	0	0	0	0
GLM 4.7 FlashX	0	0	0	0	0
MiniMax M2.5	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

Direct2 labelsNone

Paraphrase12 labels2

Comparative4 labels1not counted in share

Budget-constrained2 labelsNone

Scale-constrained2 labelsNone

Negative2 labelsNone

First choiceAlternativeMentionNegative24 labels in all, every segment counted; 2 of the 3 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.

“If you sell on credit terms to other large companies: You need Dun & Bradstreet services to vet their creditworthiness” Qwen 3.7 Flash · B2B credit management · comparative prompt · first choice

“Comprehensive global data (D-U-N-S system, supply chain focus) ... enterprise-leaning but scalable” Grok 4.1 Fast · B2B credit management · paraphrase prompt · alternative

“as the runner-up if you need deep enterprise-grade data” DeepSeek V4 Flash · B2B credit management · paraphrase 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.

“Watch out for: Strongest at onboarding; your ledger's live payment signals stay outside the score.” DeepSeek V4 Flash · B2B credit management · comparative prompt · soft negative

“most enterprise options like HighRadius or full Moody's/D&B run $1,000+/month” DeepSeek V4 Flash · B2B credit management · budget prompt · soft negative

Named alongside

The products named in the same answers as Dun & Bradstreet, over the 24 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Dun & Bradstreet was named but was not.

ProductSame answerTook the first choice insteadHead to head

Creditsafe12 of 243Not in the top three

Experian12 of 241Not in the top three

HighRadius Credit Cloud11 of 244Not in the top three

Chaser7 of 243Not in the top three

Bectran5 of 241Not in the top three

Atradius4 of 240Not in the top three

Equifax4 of 240Not in the top three

Nuvo4 of 240Not in the top three

Tesorio4 of 240Not in the top three

Esker3 of 240Not 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 Dun & Bradstreet. 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 15 of the 24 answers that named Dun & Bradstreet and are not a share of its labels.

Domains cited

tesorio.com10

worldmetrics.org9

agentcollect.com8

f6s.com8

highradius.com8

nuvo.com8

creditpulse.com7

resolvepay.com7

guideflow.com6

capitalise.com5

Seventy-six of the seventy-six domain citations in answers naming Dun & Bradstreet came from somebody else's page.

Pages cited

tesorio.com/blog/the-5-best-credit-risk-management-software-platforms-for-b2b-finance-team10

agentcollect.com/blog/b2b-credit-risk-management8

f6s.com/software/category/b2b-credit-risk-management8

nuvo.com/resources/credit-management-software8

creditpulse.com/blog/best-credit-management-software7

guideflow.com/blog/credit-management-software6

highradius.com/resources/Blog/top-credit-risk-management-tools6

capitalise.com/gb/insights/business-credit-scores/best-credit-risk-management-tools4

Pages are listed as the models cited them.

Names read as Dun & Bradstreet

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

Dun & Bradstreet (D&B) 3D&B 2Dun & Bradstreet (D&B Finance Analytics) 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 Dun & Bradstreet'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 Dun & Bradstreet, 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 dunbradstreet.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.