Every category where a model named U.S. Bank 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
Business banking	Treasury and cash	2%	8 of 78	6%	16	accepted challenger
B2B credit management	Receivables and billing	0%	49 of 82	0%	1	under 10 labels · led by Tesorio at 16%
Corporate cards	Spend and procurement	0%	52 of 63	100%	1	under 10 labels · led by Ramp at 69%

Movement

This is the first edition on this tier, so no move can be computed for U.S. Bank 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 U.S. Bank 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	1	2	0	0	3
GPT-5.4 mini	0	1	0	0	1
Gemini 3.5 Flash	0	1	0	0	1
Perplexity Sonar	0	1	0	0	1
Grok 4.1 Fast	0	0	2	1	3
Mistral Small	0	0	0	0	0
DeepSeek V4 Flash	0	3	1	0	4
Llama 4 Maverick	0	0	0	0	0
Qwen 3.7 Flash	0	0	0	0	0
Kimi K2	0	0	0	1	1
GLM 4.7 FlashX	0	0	2	0	2
MiniMax M2.5	0	1	1	0	2

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

Direct7 labels1

Paraphrase0 labelsNone

Comparative9 labelsNone

Budget-constrained10 labels1

Scale-constrained3 labelsNone

Negative5 labelsNone

First choiceAlternativeMentionNegative34 labels in all, every segment counted; 2 of the 2 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.

“U.S. Bank Business Essentials stands out as one of the only free business checking accounts offered by a big brick-and-mortar bank” Claude Haiku 4.5 · Business banking · budget prompt · first choice

“opt for a secured credit card from a mainstream, reputable bank (like Discover, Capital One, or U.S. Bank)” Gemini 3.5 Flash · B2B credit management · negative prompt · alternative

“expands on basic business options, offering the ability to grow money through money market accounts and CDs” Claude Haiku 4.5 · Business banking · direct prompt · alternative

“Best if you're in U.S. Bank's middle-market sweet spot: U.S. Bank Commercial Banking” GPT-5.4 mini · Business banking · direct 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.

“Caution: Accused of opening unauthorized accounts, rated poorly across review platforms” Kimi K2 · Business banking · negative prompt · soft negative

“Rewards, travel perks, but less automation” Grok 4.1 Fast · Corporate cards · direct prompt · soft negative

Named alongside

The products named in the same answers as U.S. Bank, over the 32 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and U.S. Bank was named but was not.

ProductSame answerTook the first choice insteadHead to head

Chase Business Banking23 of 325Not in the top three

Bluevine17 of 326Not in the top three

Mercury17 of 322Not in the top three

Relay17 of 322Not in the top three

Bank of America16 of 321Not in the top three

Novo11 of 323Not in the top three

Brex9 of 322Not in the top three

Capital One9 of 320Not in the top three

Axos Bank8 of 320Not in the top three

Wells Fargo8 of 320Not 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 U.S. Bank. 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 29 of the 32 answers that named U.S. Bank and are not a share of its labels.

Domains cited

nerdwallet.com20

forbes.com17

finder.com16

airwallex.com14

techrepublic.com11

handelsblatt.com8

found.com7

bluevine.com6

wise.com6

cnbc.com5

110 of the 110 domain citations in answers naming U.S. Bank came from somebody else's page.

Pages cited

forbes.com/financial-services/best-business-checking-accounts11

handelsblatt.com/geschaeftskonto/vergleich8

finder.com/business-banking7

nerdwallet.com/business/banking/best/banks7

techrepublic.com/article/best-small-business-checking-accounts7

airwallex.com/en-us/blog/compare-business-bank-accounts6

finder.com/business-banking/banks-for-small-business6

finder.com/business-banking/business-checking6

Pages are listed as the models cited them.

Names read as U.S. Bank

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

US Bank 4U.S. Bank Business Essentials 3U.S. Bank Silver Business 1U.S. Bank's Silver Business Package 1US Bank Business 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 U.S. Bank'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 U.S. Bank, 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 usbank.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.