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 women white

Brooks 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

Shop Womens Bondi 9 White / White | HOKAau.hoka.comau.hoka.com/products/w-bondi-9-116…wh?utm=airanks.net156
Best Walking Shoes For Women 2026 | Tested And Reviewed - Forbes Vettedwww.forbes.comforbes.com/sites/forbes-personal-s…n/?utm=airanks.net121
GO WALK JOYwww.skechers.comskechers.com/go-walk-joy/15600_WHT.html?utm=airanks.net121
The 10 Best Walking Shoes for Women 2026, Tested By Editorswww.womenshealthmag.comwomenshealthmag.com/fitness/g23517…n/?utm=airanks.net106
Women's Cloud 6 | White | On United Stateswww.on.comon.com/en-us/products/cloud-6-3wf1…00?utm=airanks.net105
Shop Womens Bondi 9 White / White | HOKAnz.hoka.comnz.hoka.com/products/w-bondi-9-116…wh?utm=airanks.net58
Walking Shoes - New Balancewww.newbalance.comnewbalance.com/walking/?utm=airanks.net46
Women's GO WALK Shoes | SKECHERSwww.skechers.comskechers.com/women/collections/go-walk/?utm=airanks.net42
928v3 - New Balancewww.newbalance.comnewbalance.com/pd/928v3/WW928WB3-2…ml?utm=airanks.net41
928 Walking Shoes - New Balancewww.newbalance.comnewbalance.com/walking-928/?utm=airanks.net41

The Ranking, With Its Uncertainty

Brooks locked Brooks — ci 1.00–1.00 · n=403 · 100.0% of resamples held this rank · named in 96% of answers
Hoka locked Hoka — ci 0.93–0.93 · n=403 · 98.9% of resamples held this rank · named in 68% of answers
On Running firm On Running — ci 0.79–0.86 · n=403 · 93.3% of resamples held this rank · named in 71% of answers
New Balance firm New Balance — ci 0.79–0.86 · n=403 · 94.4% of resamples held this rank · named in 78% of answers
Skechers locked Skechers — ci 0.71–0.71 · n=403 · 100.0% of resamples held this rank · named in 58% of answers
Asics contested Asics — ci 0.57–0.64 · n=403 · 60.4% of resamples held this rank · named in 20% of answers
Nike contested Nike — ci 0.57–0.64 · n=403 · 60.4% of resamples held this rank · named in 12% of answers
Ryka locked Ryka — ci 0.50–0.50 · n=403 · 98.1% of resamples held this rank · named in 10% of answers
Kizik firm Kizik — ci 0.36–0.43 · n=403 · 85.7% of resamples held this rank · named in 6% of answers
Vionic soft Vionic — ci 0.21–0.43 · n=403 · 69.9% of resamples held this rank · named in 3% of answers
Reebok unsettled Reebok — ci 0.00–0.36 · n=403 · 30.6% of resamples held this rank · named in 2% of answers
Altra unsettled Altra — ci 0.00–0.36 · n=403 · 25.8% of resamples held this rank · named in 2% of answers
Adidas unsettled Adidas — ci 0.00–0.36 · n=403 · 23.9% of resamples held this rank · named in 2% of answers
ECCO unsettled ECCO — ci 0.00–0.29 · n=403 · 23.6% of resamples held this rank · named in 2% of answers
Orthofeet gathering Orthofeet — gathering data, n=403. 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.

Brooks

1.00–1.00

Hoka

0.93–0.93

On Running

0.79–0.86

New Balance

0.79–0.86

Skechers

0.71–0.71

Asics

0.57–0.64

Nike

0.57–0.64

Ryka

0.50–0.50

Kizik

0.36–0.43

Vionic

0.21–0.43

Reebok

0.00–0.36

Altra

0.00–0.36

Adidas

0.00–0.36

ECCO

0.00–0.29

14 of 15 brands measured · 15 dominance edges · 8 rungs · 16 pairs the data does not separate