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

PHRASE

Skip to main content

The Question

← all rankings / dataset COBALT

Best credit card for restaurants

Capital One 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

The American Express® Gold Card - Earn Rewards for Diningwww.americanexpress.comamericanexpress.com/us/credit-card…d/?utm=airanks.net236
Savor Dining & Entertainment Credit Card | Capital Onewww.capitalone.comcapitalone.com/credit-cards/cash-b…r/?utm=airanks.net193
U.S. Bank Altitude® Go Visa Credit Cardwww.usbank.comusbank.com/credit-cards/altitude-g…ml?utm=airanks.net171
Chase Sapphire Preferred® Benefitswww.chase.comchase.com/sapphire-cards/personal/…ed?utm=airanks.net148
Citi Custom Cash® Card | Citi.comwww.citi.comciti.com/credit-cards/citi-custom-…rd?utm=airanks.net126
Savor Rewards: Cash Back on Dining & Grocery Stores | Cash Back on Dining & Grocery Stores | Capital Onewww.capitalone.comcapitalone.com/credit-cards/savor/?utm=airanks.net116
Chase Sapphire Preferred Credit Card | Chase.comcreditcards.chase.comcreditcards.chase.com/rewards-cred…ed?utm=airanks.net59
Earn Rewards | The Gold Card Membership Guide | American Expresswww.americanexpress.comamericanexpress.com/en-us/account/…ds?utm=airanks.net36
Meet the New Chase Sapphire Preferred: Earn More Than Ever, Same $95 Annual Feemedia.chase.commedia.chase.com/news/Meet-the-New-…ed?utm=airanks.net18
American Express® Gold Card – Points & Rewardswww.americanexpress.comamericanexpress.com/en-us/credit-c…s/?utm=airanks.net18

The Ranking, With Its Uncertainty

Capital One locked Capital One — ci 1.00–1.00 · n=331 · 100.0% of resamples held this rank · named in 99% of answers
American Express locked American Express — ci 0.86–0.86 · n=331 · 100.0% of resamples held this rank · named in 98% of answers
Citi firm Citi — ci 0.57–0.71 · n=331 · 80.2% of resamples held this rank · named in 41% of answers
Chase firm Chase — ci 0.57–0.71 · n=331 · 80.2% of resamples held this rank · named in 71% of answers
Visa locked Visa — ci 0.43–0.43 · n=331 · 99.2% of resamples held this rank · named in 2% of answers
Wells Fargo gathering Wells Fargo — gathering data, n=331. No bootstrap interval yet.
Mastercard gathering Mastercard — gathering data, n=331. No bootstrap interval yet.
Bank of America gathering Bank of America — 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.

Capital One

1.00–1.00

American Express

0.86–0.86

Citi

0.57–0.71

Chase

0.57–0.71

Visa

0.43–0.43

5 of 8 brands measured · 5 dominance edges · 4 rungs · 1 pair the data does not separate