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 sneakers for neuropathy for men

Orthofeet takes the top spot in 79.4% of resamples. Of 10 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

The Ranking, With Its Uncertainty

Orthofeet soft Orthofeet — ci 0.89–1.00 · n=394 · 79.4% of resamples held this rank · named in 96% of answers
New Balance soft New Balance — ci 0.89–1.00 · n=394 · 79.4% of resamples held this rank · named in 96% of answers
Brooks locked Brooks — ci 0.78–0.78 · n=394 · 100.0% of resamples held this rank · named in 89% of answers
Hoka locked Hoka — ci 0.67–0.67 · n=394 · 100.0% of resamples held this rank · named in 53% of answers
Propet firm Propet — ci 0.44–0.56 · n=394 · 85.8% of resamples held this rank · named in 8% of answers
Skechers firm Skechers — ci 0.44–0.56 · n=394 · 85.1% of resamples held this rank · named in 6% of answers
Altra contested Altra — ci 0.11–0.33 · n=394 · 57.7% of resamples held this rank · named in 3% of answers
Asics contested Asics — ci 0.11–0.33 · n=394 · 50.5% of resamples held this rank · named in 2% of answers
Topo Athletic soft Topo Athletic — ci 0.11–0.33 · n=394 · 73.4% of resamples held this rank · named in 2% of answers
Vionic gathering Vionic — 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.

Orthofeet

0.89–1.00

New Balance

0.89–1.00

Brooks

0.78–0.78

Hoka

0.67–0.67

Propet

0.44–0.56

Skechers

0.44–0.56

Altra

0.11–0.33

Asics

0.11–0.33

Topo Athletic

0.11–0.33