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

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The Question

← all rankings / dataset COBALT

Best credit cards for beginners

Chase takes the top spot in 100.0% of resamples. Of 8 ranked brands, only 6 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.net264
How to rebuild your credit | Consumer Financial Protection Bureauwww.consumerfinance.govconsumerfinance.gov/consumer-tools…t/?utm=airanks.net118
Secured Credit Card to Build Credit | Capital Onewww.capitalone.comcapitalone.com/credit-cards/platin…d/?utm=airanks.net92
College Student Credit Cards - No Credit Needed | Discoverwww.discover.comdiscover.com/credit-cards/student-…d/?utm=airanks.net89
Credit Cards for College Students | Capital Onewww.capitalone.comcapitalone.com/learn-grow/money-ma…s/?utm=airanks.net69
Best Credit Cards for College Students | Capital Onewww.capitalone.comcapitalone.com/learn-grow/money-ma…s/?utm=airanks.net65

The Ranking, With Its Uncertainty

Chase locked Chase — ci 1.00–1.00 · n=329 · 100.0% of resamples held this rank · named in 100% of answers
Discover locked Discover — ci 0.86–0.86 · n=329 · 100.0% of resamples held this rank · named in 99% of answers
Capital One locked Capital One — ci 0.71–0.71 · n=329 · 100.0% of resamples held this rank · named in 84% of answers
Bank of America locked Bank of America — ci 0.57–0.57 · n=329 · 100.0% of resamples held this rank · named in 15% of answers
American Express firm American Express — ci 0.29–0.43 · n=329 · 92.0% of resamples held this rank · named in 5% of answers
Petal firm Petal — ci 0.29–0.43 · n=329 · 91.4% of resamples held this rank · named in 3% of answers
Visa gathering Visa — gathering data, n=329. No bootstrap interval yet.
Citi gathering Citi — gathering data, n=329. 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

Discover

0.86–0.86

Capital One

0.71–0.71

Bank of America

0.57–0.57

American Express

0.29–0.43

Petal

0.29–0.43