Finance AI Index

Index › Vendors › Chase Ink Business Preferred · September 2026 Edition

Chase · 1 category · Named, not ranked

Chase Ink Business Preferred

7Judge labels

0First choices

1Negative labels

6 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

4 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Chase Ink Business Preferred was named 4 times in Corporate cards, where Ramp led with 69%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business14 of 67

under the label threshold

Mid-market27 of 63

under the label threshold

Enterprisenot named

No model named it for this buyer.

In corporate cards · 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 Chase Ink Business Preferred 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 cards	Spend and procurement	0%	27 of 63	25%	4	under 10 labels · led by Ramp at 69%

Movement

This is the first edition on this tier, so no move can be computed for Chase Ink Business Preferred 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 Chase Ink Business Preferred 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	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	1	0	1
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	1	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	1	0	1
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

Direct1 labelNone

Paraphrase3 labelsNone

Comparative3 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative7 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.

“3x points on shipping, advertising, internet, and travel expenses” MiniMax M2.5 · Corporate cards · 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.

“*Native Controls:* Relatively basic compared to Ramp... you cannot set complex rules” Qwen 3.7 Flash · Corporate cards · paraphrase prompt · soft negative

Named alongside

The products named in the same answers as Chase Ink Business Preferred, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Chase Ink Business Preferred was named but was not.

ProductSame answerTook the first choice insteadHead to head

Ramp7 of 75Not in the top three

Brex7 of 71Not in the top three

BILL Spend & Expense5 of 70Not in the top three

Airwallex4 of 70Not in the top three

Rippling Spend4 of 70Not in the top three

American Express Business Gold3 of 70Not in the top three

American Express Corporate Card3 of 70Not in the top three

Rho3 of 70Not in the top three

Capital One Spark Cash Plus1 of 71Not in the top three

American Express Blue Business Plus1 of 70Not 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 Chase Ink Business Preferred. 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 5 of the 7 answers that named Chase Ink Business Preferred and are not a share of its labels.

Domains cited

rippling.com5

forbes.com4

nerdwallet.com4

navan.com3

wise.com3

airwallex.com2

americanexpress.com2

aspireapp.com2

business-credit-us.blogspot.com2

cnbc.com2

Twenty-nine of the twenty-nine domain citations in answers naming Chase Ink Business Preferred came from somebody else's page.

Pages cited

forbes.com/advisor/credit-cards/best-corporate-credit-cards3

navan.com/blog/best-corporate-credit-cards3

nerdwallet.com/business/credit-cards/best/corporate3

rippling.com/blog/best-commercial-credit-cards-business3

rippling.com/blog/best-corporate-credit-cards3

wise.com/us/blog/best-corporate-credit-card-programs3

business-credit-us.blogspot.com/2026/05/brex-vs-ramp-vs-divvy-best-corporate.html2

glencoyne.com/guides/corporate-cards-us-startups2

Pages are listed as the models cited them.

Names read as Chase Ink Business Preferred

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

Chase Ink Business Preferred Card 1Chase Ink Business Preferred® 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 Chase Ink Business Preferred'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 Chase Ink Business Preferred, 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 chase.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.