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 credit card offers

Chase takes the top spot in 100.0% of resamples. Of 8 ranked brands, only 5 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

Chase Sapphire Preferred Credit Card | Chase.comcreditcards.chase.comcreditcards.chase.com/rewards-cred…ed?utm=airanks.net254
Venture Rewards Travel Card — Apply Today| Capital Onewww.capitalone.comcapitalone.com/credit-cards/venture/?utm=airanks.net118
Savor Rewards: Cash Back on Dining & Grocery Stores | Cash Back on Dining & Grocery Stores | Capital Onewww.capitalone.comcapitalone.com/credit-cards/savor/?utm=airanks.net112
Discover it® Cash Back Credit Card | Apply in Minuteswww.discover.comdiscover.com/credit-cards/cash-bac…d/?utm=airanks.net71
Wells Fargo Active Cash Credit Card Credit Terms and Conditionswww.wellsfargo.comwellsfargo.com/credit-cards/active…s/?utm=airanks.net61

The Ranking, With Its Uncertainty

Chase locked Chase — ci 1.00–1.00 · n=328 · 100.0% of resamples held this rank · named in 98% of answers
Capital One locked Capital One — ci 0.86–0.86 · n=328 · 100.0% of resamples held this rank · named in 83% of answers
American Express locked American Express — ci 0.71–0.71 · n=328 · 97.9% of resamples held this rank · named in 81% of answers
Wells Fargo locked Wells Fargo — ci 0.57–0.57 · n=328 · 95.8% of resamples held this rank · named in 29% of answers
Citi firm Citi — ci 0.29–0.43 · n=328 · 89.6% of resamples held this rank · named in 30% of answers
Bank of America contested Bank of America — ci 0.14–0.43 · n=328 · 64.1% of resamples held this rank · named in 37% of answers
Discover soft Discover — ci 0.14–0.29 · n=328 · 69.8% of resamples held this rank · named in 36% of answers
Visa gathering Visa — gathering data, n=328. 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

0.86–0.86

American Express

0.71–0.71

Wells Fargo

0.57–0.57

Citi

0.29–0.43

Bank of America

0.14–0.43

Discover

0.14–0.29