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 for building credit

Discover takes the top spot in 100.0% of resamples. Of 7 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.net263
Secured Credit Card to Build Credit | Capital Onewww.capitalone.comcapitalone.com/credit-cards/platin…d/?utm=airanks.net176
How to rebuild your credit | Consumer Financial Protection Bureauwww.consumerfinance.govconsumerfinance.gov/consumer-tools…t/?utm=airanks.net139
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.net56
Compare Credit Cards & Current Offers | Capital Onewww.capitalone.comcapitalone.com/credit-cards/compare/?utm=airanks.net50
Capital One Platinum card: What to Know | Capital Onewww.capitalone.comcapitalone.com/learn-grow/money-ma…d/?utm=airanks.net27
Compare Credit Cards for Fair Credit | Capital Onewww.capitalone.comcapitalone.com/credit-cards/fair-a…g/?utm=airanks.net24

The Ranking, With Its Uncertainty

Discover locked Discover — ci 1.00–1.00 · n=335 · 100.0% of resamples held this rank · named in 96% of answers
Chase locked Chase — ci 0.83–0.83 · n=335 · 100.0% of resamples held this rank · named in 55% of answers
Capital One locked Capital One — ci 0.67–0.67 · n=335 · 100.0% of resamples held this rank · named in 57% of answers
Bank of America firm Bank of America — ci 0.17–0.50 · n=335 · 86.7% of resamples held this rank · named in 4% of answers
Petal unsettled Petal — ci 0.00–0.50 · n=335 · 37.6% of resamples held this rank · named in 2% of answers
Chime unsettled Chime — ci 0.00–0.50 · n=335 · 21.2% of resamples held this rank · named in 2% of answers
Visa unsettled Visa — ci 0.00–0.33 · n=335 · 42.3% of resamples held this rank · named in 2% of answers

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

0.83–0.83

Capital One

0.67–0.67

Bank of America

0.17–0.50

Petal

0.00–0.50

Chime

0.00–0.50

Visa

0.00–0.33