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 walking shoes for senior women

New Balance takes the top spot in 100.0% of resamples. Of 15 ranked brands, only 7 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 Ranking, With Its Uncertainty

New Balance locked New Balance — ci 1.00–1.00 · n=394 · 100.0% of resamples held this rank · named in 95% of answers
Brooks locked Brooks — ci 0.93–0.93 · n=394 · 100.0% of resamples held this rank · named in 88% of answers
Skechers locked Skechers — ci 0.86–0.86 · n=394 · 100.0% of resamples held this rank · named in 89% of answers
Hoka locked Hoka — ci 0.79–0.79 · n=394 · 100.0% of resamples held this rank · named in 60% of answers
Orthofeet locked Orthofeet — ci 0.71–0.71 · n=394 · 100.0% of resamples held this rank · named in 54% of answers
Ryka locked Ryka — ci 0.64–0.64 · n=394 · 99.3% of resamples held this rank · named in 19% of answers
Asics locked Asics — ci 0.57–0.57 · n=394 · 99.3% of resamples held this rank · named in 17% of answers
Vionic soft Vionic — ci 0.43–0.50 · n=394 · 68.1% of resamples held this rank · named in 7% of answers
Kizik soft Kizik — ci 0.43–0.50 · n=394 · 67.6% of resamples held this rank · named in 5% of answers
Nike gathering Nike — gathering data, n=394. No bootstrap interval yet.
Saucony gathering Saucony — gathering data, n=394. No bootstrap interval yet.
Propet gathering Propet — gathering data, n=394. No bootstrap interval yet.
Altra gathering Altra — gathering data, n=394. No bootstrap interval yet.
ABEO gathering ABEO — gathering data, n=394. No bootstrap interval yet.
Merrell gathering Merrell — gathering data, n=394. 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.

New Balance

1.00–1.00

Brooks

0.93–0.93

Skechers

0.86–0.86

Hoka

0.79–0.79

Orthofeet

0.71–0.71

Ryka

0.64–0.64

Asics

0.57–0.57

Vionic

0.43–0.50

Kizik

0.43–0.50