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 cards to build credit

Chase takes the top spot in 97.4% of resamples. Of 8 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

Discover Secured Credit Card | Build Your Credit Historywww.discover.comdiscover.com/credit-cards/secured-…d/?utm=airanks.net271
How to rebuild your credit | Consumer Financial Protection Bureauwww.consumerfinance.govconsumerfinance.gov/consumer-tools…t/?utm=airanks.net192
Secured Credit Card to Build Credit | Capital Onewww.capitalone.comcapitalone.com/credit-cards/platin…d/?utm=airanks.net180
Compare Credit Cards & Current Offers | Capital Onewww.capitalone.comcapitalone.com/credit-cards/compare/?utm=airanks.net79
What are some ways to start or rebuild a good credit history? | Consumer Financial Protection Bureauwww.consumerfinance.govconsumerfinance.gov/ask-cfpb/what-…5/?utm=airanks.net60
Capital One Platinum card: What to Know | Capital Onewww.capitalone.comcapitalone.com/learn-grow/money-ma…d/?utm=airanks.net53
Bank of America® Unlimited Cash Rewards Secured Credit Cardwww.bankofamerica.combankofamerica.com/credit-cards/pro…d/?utm=airanks.net47

The Ranking, With Its Uncertainty

Chase locked Chase — ci 0.86–1.00 · n=338 · 97.4% of resamples held this rank · named in 83% of answers
Discover locked Discover — ci 0.86–1.00 · n=338 · 97.4% of resamples held this rank · named in 98% of answers
Capital One locked Capital One — ci 0.71–0.71 · n=338 · 100.0% of resamples held this rank · named in 94% of answers
Petal firm Petal — ci 0.43–0.57 · n=338 · 80.4% of resamples held this rank · named in 16% of answers
Bank of America firm Bank of America — ci 0.43–0.57 · n=338 · 80.4% of resamples held this rank · named in 17% of answers
Chime locked Chime — ci 0.29–0.29 · n=338 · 98.9% of resamples held this rank · named in 5% of answers
Visa locked Visa — ci 0.00–0.14 · n=338 · 95.9% of resamples held this rank · named in 2% of answers
Mastercard gathering Mastercard — gathering data, n=338. 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

0.86–1.00

Discover

0.86–1.00

Capital One

0.71–0.71

Petal

0.43–0.57

Bank of America

0.43–0.57

Chime

0.29–0.29

Visa

0.00–0.14