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 gas and groceries

American Express takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 3 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

Blue Cash Everyday® Card from American Express | No Annual Feewww.americanexpress.comamericanexpress.com/us/credit-card…y/?utm=airanks.net134
Bank of America® Customized Cash Rewards Credit Card: Categories & Exclusionswww.bankofamerica.combankofamerica.com/credit-cards/pro…s/?utm=airanks.net131
Savor Dining & Entertainment Credit Card | Capital Onewww.capitalone.comcapitalone.com/credit-cards/cash-b…r/?utm=airanks.net65
AAA Advantage Visa Signature® Credit Cards | 5% Cash Backmwg.aaa.commwg.aaa.com/credit-card?utm=airanks.net57
Earn Cash Back | Blue Cash Everyday® Benefits | American Expressglobal.americanexpress.comglobal.americanexpress.com/card-be…y/?utm=airanks.net49
Savor Rewards: Cash Back on Dining, Grocery | Cash Back on Dining & Grocery Stores | Capital Onewww.capitalone.comcapitalone.com/credit-cards/savor/?utm=airanks.net47

The Ranking, With Its Uncertainty

American Express locked American Express — ci 1.00–1.00 · n=329 · 100.0% of resamples held this rank · named in 99% of answers
Citi locked Citi — ci 0.88–0.88 · n=329 · 100.0% of resamples held this rank · named in 81% of answers
Visa locked Visa — ci 0.75–0.75 · n=329 · 100.0% of resamples held this rank · named in 55% of answers
Capital One soft Capital One — ci 0.50–0.63 · n=329 · 77.7% of resamples held this rank · named in 28% of answers
Bank of America soft Bank of America — ci 0.50–0.63 · n=329 · 77.7% of resamples held this rank · named in 30% of answers
Mastercard contested Mastercard — ci 0.13–0.38 · n=329 · 58.8% of resamples held this rank · named in 2% of answers
Chase gathering Chase — gathering data, n=329. No bootstrap interval yet.
Wells Fargo gathering Wells Fargo — gathering data, n=329. No bootstrap interval yet.
Discover gathering Discover — gathering data, n=329. 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.

American Express

1.00–1.00

Citi

0.88–0.88

Visa

0.75–0.75

Capital One

0.50–0.63

Bank of America

0.50–0.63

Mastercard

0.13–0.38