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 sneakers for neuropathy for women

Orthofeet takes the top spot in 100.0% of resamples. Of 13 ranked brands, only 5 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 locked Orthofeet — ci 1.00–1.00 · n=397 · 100.0% of resamples held this rank · named in 96% of answers
Brooks locked Brooks — ci 0.92–0.92 · n=397 · 99.8% of resamples held this rank · named in 96% of answers
New Balance locked New Balance — ci 0.83–0.83 · n=397 · 99.8% of resamples held this rank · named in 96% of answers
Hoka locked Hoka — ci 0.75–0.75 · n=397 · 100.0% of resamples held this rank · named in 66% of answers
Skechers locked Skechers — ci 0.67–0.67 · n=397 · 97.7% of resamples held this rank · named in 10% of answers
Topo Athletic unsettled Topo Athletic — ci 0.33–0.58 · n=397 · 29.0% of resamples held this rank · named in 4% of answers
Altra unsettled Altra — ci 0.33–0.58 · n=397 · 30.0% of resamples held this rank · named in 4% of answers
Propet unsettled Propet — ci 0.33–0.58 · n=397 · 26.0% of resamples held this rank · named in 4% of answers
Asics unsettled Asics — ci 0.33–0.58 · n=397 · 34.9% of resamples held this rank · named in 3% of answers
Saucony gathering Saucony — gathering data, n=397. No bootstrap interval yet.
Ryka gathering Ryka — gathering data, n=397. No bootstrap interval yet.
Vionic gathering Vionic — gathering data, n=397. No bootstrap interval yet.
Kizik gathering Kizik — gathering data, n=397. 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

1.00–1.00

Brooks

0.92–0.92

New Balance

0.83–0.83

Hoka

0.75–0.75

Skechers

0.67–0.67

Topo Athletic

0.33–0.58

Altra

0.33–0.58

Propet

0.33–0.58

Asics

0.33–0.58