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 travel credit cards for hawaii

Chase takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 4 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

Atmos™ Rewards Ascent Visa Signature® Alaska Airlines Credit Cardwww.bankofamerica.combankofamerica.com/credit-cards/pro…d/?utm=airanks.net187
Visa® Credit Cards & Applications from Bank of Americawww.bankofamerica.combankofamerica.com/credit-cards/vis…s/?utm=airanks.net58
The American Express® Gold Card - Earn Rewards for Diningwww.americanexpress.comamericanexpress.com/us/credit-card…d/?utm=airanks.net57
Introducing Atmos™ Rewards – an enhanced, combined loyalty program by Alaska Airlines and Hawaiian Airlines - Alaska Airlines, Hawaiian Airlines and Horizon Airnews.alaskaair.comnews.alaskaair.com/company/introdu…s/?utm=airanks.net50
The Hilton Surpass® Card | Earn on U.S. Online Retail Purchaseswww.americanexpress.comamericanexpress.com/us/credit-card…s/?utm=airanks.net44

The Ranking, With Its Uncertainty

Chase locked Chase — ci 1.00–1.00 · n=336 · 100.0% of resamples held this rank · named in 100% of answers
Capital One locked Capital One — ci 0.88–0.88 · n=336 · 100.0% of resamples held this rank · named in 94% of answers
Visa locked Visa — ci 0.75–0.75 · n=336 · 100.0% of resamples held this rank · named in 41% of answers
American Express soft American Express — ci 0.50–0.63 · n=336 · 73.3% of resamples held this rank · named in 52% of answers
Mastercard soft Mastercard — ci 0.50–0.63 · n=336 · 73.3% of resamples held this rank · named in 34% of answers
Bank of America firm Bank of America — ci 0.25–0.38 · n=336 · 93.0% of resamples held this rank · named in 6% of answers
Citi soft Citi — ci 0.13–0.38 · n=336 · 74.9% of resamples held this rank · named in 4% of answers
Wells Fargo soft Wells Fargo — ci 0.00–0.25 · n=336 · 74.8% of resamples held this rank · named in 3% of answers
Discover gathering Discover — gathering data, n=336. 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

Capital One

0.88–0.88

Visa

0.75–0.75

American Express

0.50–0.63

Mastercard

0.50–0.63

Bank of America

0.25–0.38

Citi

0.13–0.38

Wells Fargo

0.00–0.25