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 to build credit score

Discover 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

Discover Secured Credit Card | Build Your Credit Historywww.discover.comdiscover.com/credit-cards/secured-…d/?utm=airanks.net266
Secured Credit Card to Build Credit | Capital Onewww.capitalone.comcapitalone.com/credit-cards/platin…d/?utm=airanks.net179
How to rebuild your credit | Consumer Financial Protection Bureauwww.consumerfinance.govconsumerfinance.gov/consumer-tools…t/?utm=airanks.net156
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
Compare Credit Cards & Current Offers | Capital Onewww.capitalone.comcapitalone.com/credit-cards/compare/?utm=airanks.net39
Bank of America® Unlimited Cash Rewards Secured Credit Cardwww.bankofamerica.combankofamerica.com/credit-cards/pro…d/?utm=airanks.net31
Compare Credit Cards for Fair Credit | Capital Onewww.capitalone.comcapitalone.com/credit-cards/fair-a…g/?utm=airanks.net22

The Ranking, With Its Uncertainty

Discover locked Discover — ci 1.00–1.00 · n=339 · 100.0% of resamples held this rank · named in 96% of answers
Chase locked Chase — ci 0.88–0.88 · n=339 · 98.8% of resamples held this rank · named in 48% of answers
Capital One locked Capital One — ci 0.75–0.75 · n=339 · 98.8% of resamples held this rank · named in 63% of answers
Bank of America locked Bank of America — ci 0.63–0.63 · n=339 · 100.0% of resamples held this rank · named in 11% of answers
Petal contested Petal — ci 0.25–0.50 · n=339 · 50.8% of resamples held this rank · named in 2% of answers
Chime unsettled Chime — ci 0.25–0.50 · n=339 · 33.5% of resamples held this rank · named in 2% of answers
Visa contested Visa — ci 0.25–0.50 · n=339 · 56.1% of resamples held this rank · named in 2% of answers
Citi gathering Citi — gathering data, n=339. No bootstrap interval yet.
Mastercard gathering Mastercard — gathering data, n=339. 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.

Discover

1.00–1.00

Chase

0.88–0.88

Capital One

0.75–0.75

Bank of America

0.63–0.63

Petal

0.25–0.50

Chime

0.25–0.50

Visa

0.25–0.50