AIRANKS — The Authoritative Rankings for AI Web Content

AIRANKS measures AI visibility: we ask AI models real product and service questions, capture the complete answers as immutable observations, and publish what they contain — which brands were mentioned, which domains were cited, and which exact pages were linked. Every domain gets an AIR score from 1–10 (a decile of visibility in the active dataset; 0 means insufficient data), with the methodology in the open.

AIR

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The Question

← all rankings / dataset COBALT

Best cash back credit cards for business

Chase takes the top spot in 98.1% of resamples. Of 8 ranked brands, only 7 hold a position we'd call firm.

0
answers sampled
0
brands named
1,000
bootstrap resamples

Who AI Cites For This Question

25 cited pages · bars vs the leader

Cash Back Business Credit Cards – Earn Cash Rewardsbusiness.bankofamerica.combusiness.bankofamerica.com/en/cred…ck?utm=airanks.net232
Ink Business Cash Credit Card: Cash Back | Chasecreditcards.chase.comcreditcards.chase.com/business-cre…sh?utm=airanks.net231
Triple Cash Back Business Credit Card | U.S. Bankwww.usbank.comusbank.com/business-banking/busine…ml?utm=airanks.net130
Business Credit Card FAQs - Wells Fargo Small Businesswww.wellsfargo.comwellsfargo.com/biz/help/faqs/credi…s/?utm=airanks.net119
Spark Cash Plus | 2% Cash Back Business Card | Capital Onewww.capitalone.comcapitalone.com/small-business/cred…s/?utm=airanks.net91
Ink Business Unlimited Credit Card: Cash Back | Chasecreditcards.chase.comcreditcards.chase.com/business-cre…ed?utm=airanks.net79
Spark 1.5% Cash Select Business Card | Capital Onewww.capitalone.comcapitalone.com/small-business/cred…t/?utm=airanks.net63
Ink Business Premier(R) Credit Card: Cash Back | Chasecreditcards.chase.comcreditcards.chase.com/business-cre…er?utm=airanks.net50

The Ranking, With Its Uncertainty

Chase locked Chase — ci 1.00–1.00 · n=331 · 98.1% of resamples held this rank · named in 87% of answers
American Express locked American Express — ci 0.86–0.86 · n=331 · 98.1% of resamples held this rank · named in 92% of answers
Wells Fargo locked Wells Fargo — ci 0.71–0.71 · n=331 · 100.0% of resamples held this rank · named in 48% of answers
Bank of America locked Bank of America — ci 0.57–0.57 · n=331 · 99.5% of resamples held this rank · named in 84% of answers
Capital One locked Capital One — ci 0.43–0.43 · n=331 · 99.5% of resamples held this rank · named in 69% of answers
Visa locked Visa — ci 0.29–0.29 · n=331 · 100.0% of resamples held this rank · named in 6% of answers
Mastercard locked Mastercard — ci 0.14–0.14 · n=331 · 99.9% of resamples held this rank · named in 3% of answers
Citi gathering Citi — gathering data, n=331. No bootstrap interval yet.

The Incomparability Lattice

what the intervals separate, not what the list claims

An edge means one brand's interval sits strictly above another's — zero overlap. No edge between two brands is not a gap in the drawing, it is the finding: their intervals overlap, and the bootstrap cannot tell them apart. Brands on the same rung are incomparable, not tied — the ranking above orders them anyway because a list has to print a total order; this diagram is the honest version.

Chase

1.00–1.00

American Express

0.86–0.86

Wells Fargo

0.71–0.71

Bank of America

0.57–0.57

Capital One

0.43–0.43

Visa

0.29–0.29

Mastercard

0.14–0.14