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 card wallet for women

Petal takes the top spot — still gathering data (n=1). Of 1 ranked brands, only 0 hold a position we'd call firm.

0
answers sampled
0
brands named
1,000
bootstrap resamples

Who AI Cites For This Question

5 cited pages · bars vs the leader

RFID Blocking Minimalist Card Holder Wallet | Flowfoldwww.flowfold.comflowfold.com/products/rfid-blockin…et?utm=airanks.net1
Zip Wallet | Leather Zip Wallet For Men and Women | Bellroybellroy.combellroy.com/products/zip-wallet?utm=airanks.net1
Compact RFID Blocking Zip Wallet | ROYCE New Yorkroyce.usroyce.us/product/cc-wallet/?utm=airanks.net1
Cardprotector | The minimal wallet | Secrid USsecrid.comsecrid.com/en-us/wallets/cardprotector/?utm=airanks.net1

The Ranking, With Its Uncertainty

Petal gathering Petal — gathering data, n=1. 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.

insufficient data

0 of 1 brands on this phrase have run enough samples to carry a bootstrap interval. The lattice needs at least two measured intervals before it can show what the data does or doesn't separate.