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 for college students

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

Credit Cards for College Students from Bank of Americawww.bankofamerica.combankofamerica.com/credit-cards/stu…s/?utm=airanks.net132
Best Credit Cards for College Students | Capital Onewww.capitalone.comcapitalone.com/learn-grow/money-ma…s/?utm=airanks.net120
Bank of America® Customized Cash Rewards Credit Card for Studentswww.bankofamerica.combankofamerica.com/credit-cards/pro…d/?utm=airanks.net117
§ 1026.51 Ability to Pay. | Consumer Financial Protection Bureauwww.consumerfinance.govconsumerfinance.gov/rules-policy/r…1/?utm=airanks.net108
Credit Cards for College Students | Capital Onewww.capitalone.comcapitalone.com/learn-grow/money-ma…s/?utm=airanks.net83
Credit Cards for College Students from Bank of Americawww.bankofamerica.combankofamerica.com/credit-cards/stu…go?utm=airanks.net58

The Ranking, With Its Uncertainty

Capital One locked Capital One — ci 1.00–1.00 · n=338 · 100.0% of resamples held this rank · named in 99% of answers
Discover locked Discover — ci 0.86–0.86 · n=338 · 100.0% of resamples held this rank · named in 100% of answers
Chase locked Chase — ci 0.71–0.71 · n=338 · 100.0% of resamples held this rank · named in 94% of answers
Bank of America locked Bank of America — ci 0.57–0.57 · n=338 · 100.0% of resamples held this rank · named in 93% of answers
Petal firm Petal — ci 0.29–0.43 · n=338 · 91.5% of resamples held this rank · named in 2% of answers
American Express gathering American Express — gathering data, n=338. No bootstrap interval yet.
Visa gathering Visa — gathering data, n=338. No bootstrap interval yet.
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.

Capital One

1.00–1.00

Discover

0.86–0.86

Chase

0.71–0.71

Bank of America

0.57–0.57

Petal

0.29–0.43