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 holder for women

Coach takes the top spot — a stable one, at n=26. Of 9 ranked brands, only 2 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

The 8 Best RFID-blocking Wallets of 2026, Tested and Reviewedwww.travelandleisure.comtravelandleisure.com/best-products…ts?utm=airanks.net6
Italian Handwoven Leather Small Card Case in Blackwww.quince.comquince.com/home/italian-handwoven-…se?utm=airanks.net6
Slim Card Case | Full grain leather, minimalist card storage, Leatherology Black Onyxwww.leatherology.comleatherology.com/products/slim-car…yx?utm=airanks.net4
Luxury Full Grain Leather Card Holder for Women with RFID Protection - Von Baervonbaer.comvonbaer.com/products/minimalist-wo…er?utm=airanks.net3
Stella Card Holder - Smooth Black Heritage - Bovine leather - Sézanewww.sezane.comsezane.com/us-en/product/stella-ca…ge?utm=airanks.net3

The Ranking, With Its Uncertainty

Coach stable Coach — ci 1.00–1.00 · n=26 · named in 89% of answers
Quince stable Quince — ci 0.75–0.88 · n=26 · named in 39% of answers
Secrid contested Secrid — ci 0.63–0.88 · n=26 · named in 46% of answers
Leatherology contested Leatherology — ci 0.25–0.75 · n=26 · named in 23% of answers
Cuyana gathering Cuyana — gathering data, n=26. No bootstrap interval yet.
Kate Spade gathering Kate Spade — gathering data, n=26. No bootstrap interval yet.
Bellroy gathering Bellroy — gathering data, n=26. No bootstrap interval yet.
Ekster gathering Ekster — gathering data, n=26. No bootstrap interval yet.
Carl Friedrik gathering Carl Friedrik — gathering data, n=26. 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.

Coach

1.00–1.00

Quince

0.75–0.88

Secrid

0.63–0.88

Leatherology

0.25–0.75