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 2026 no annual fee

Citi takes the top spot in 99.6% of resamples. Of 10 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

Blue Cash Everyday® Card from American Express | No Annual Feewww.americanexpress.comamericanexpress.com/us/credit-card…y/?utm=airanks.net240
U.S. Bank Cash+ Visa Signature: Up to 5% Cash Back Rewardswww.usbank.comusbank.com/credit-cards/cash-plus-…ml?utm=airanks.net178
Savor Dining & Entertainment Credit Card | Capital Onewww.capitalone.comcapitalone.com/credit-cards/cash-b…r/?utm=airanks.net176
Savor Rewards: Cash Back on Dining & Grocery Stores | Cash Back on Dining & Grocery Stores | Capital Onewww.capitalone.comcapitalone.com/credit-cards/savor/?utm=airanks.net113
Fidelity(R) Rewards Visa Signature(R) Card | Maximize Your Rewardswww.fidelityrewards.comfidelityrewards.com/credit/benefits.do?utm=airanks.net74

The Ranking, With Its Uncertainty

Citi locked Citi — ci 1.00–1.00 · n=335 · 99.6% of resamples held this rank · named in 85% of answers
Wells Fargo locked Wells Fargo — ci 0.89–0.89 · n=335 · 99.3% of resamples held this rank · named in 52% of answers
Capital One locked Capital One — ci 0.78–0.78 · n=335 · 99.7% of resamples held this rank · named in 96% of answers
American Express contested American Express — ci 0.56–0.67 · n=335 · 59.1% of resamples held this rank · named in 79% of answers
Fidelity contested Fidelity — ci 0.56–0.67 · n=335 · 59.1% of resamples held this rank · named in 47% of answers
Visa locked Visa — ci 0.44–0.44 · n=335 · 100.0% of resamples held this rank · named in 49% of answers
Discover firm Discover — ci 0.22–0.33 · n=335 · 84.7% of resamples held this rank · named in 45% of answers
Chase firm Chase — ci 0.22–0.33 · n=335 · 84.7% of resamples held this rank · named in 38% of answers
Bank of America locked Bank of America — ci 0.11–0.11 · n=335 · 100.0% of resamples held this rank · named in 25% of answers
Mastercard gathering Mastercard — gathering data, n=335. 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.

Citi

1.00–1.00

Wells Fargo

0.89–0.89

Capital One

0.78–0.78

American Express

0.56–0.67

Fidelity

0.56–0.67

Visa

0.44–0.44

Discover

0.22–0.33

Chase

0.22–0.33

Bank of America

0.11–0.11