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 walking all day women

Brooks takes the top spot in 100.0% of resamples. Of 14 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 10 Best Walking Shoes for Women 2026, Tested By Editorswww.womenshealthmag.comwomenshealthmag.com/fitness/g23517…n/?utm=airanks.net253
Best Walking Shoes For Women 2026 | Tested And Reviewed - Forbes Vettedwww.forbes.comforbes.com/sites/forbes-personal-s…n/?utm=airanks.net170
The 12 Best Women’s Walking Shoes of 2026www.verywellfit.comverywellfit.com/best-walking-shoes…95?utm=airanks.net169
The Best Walking Shoes for Women | Tested & Rankedwww.outdoorgearlab.comoutdoorgearlab.com/topics/shoes-an…ns?utm=airanks.net141
The 8 Best Walking Shoes of 2026 - Most Comfortable Shoeswww.runnersworld.comrunnersworld.com/gear/a23554492/wa…s/?utm=airanks.net134
9 Best Walking Shoes for Women in 2026, Tested & Reviewedwww.goodhousekeeping.comgoodhousekeeping.com/health-produc…s/?utm=airanks.net107
GEL-NIMBUS 28 | Women | Black/Feather Grey | Running Shoes | ASICS United Stateswww.asics.comasics.com/us/en-us/gel-nimbus-28/p…ml?utm=airanks.net54
7 Best Walking Shoes For Women in 2026 | RunRepeatrunrepeat.comrunrepeat.com/guides/best-womens-w…es?utm=airanks.net36
7 Best Shoes For Walking And Standing All Day in 2026 | RunRepeatrunrepeat.comrunrepeat.com/guides/best-all-day-…es?utm=airanks.net31
Women's Walking Shoes | Brooks Runningwww.brooksrunning.combrooksrunning.com/en_us/womens/sho…s/?utm=airanks.net31

The Ranking, With Its Uncertainty

Brooks locked Brooks — ci 1.00–1.00 · n=399 · 100.0% of resamples held this rank · named in 99% of answers
Hoka locked Hoka — ci 0.92–0.92 · n=399 · 100.0% of resamples held this rank · named in 92% of answers
Asics firm Asics — ci 0.77–0.85 · n=399 · 86.3% of resamples held this rank · named in 54% of answers
New Balance firm New Balance — ci 0.77–0.85 · n=399 · 86.3% of resamples held this rank · named in 62% of answers
Skechers soft Skechers — ci 0.62–0.69 · n=399 · 73.0% of resamples held this rank · named in 60% of answers
Altra soft Altra — ci 0.62–0.69 · n=399 · 73.0% of resamples held this rank · named in 36% of answers
On Running locked On Running — ci 0.54–0.54 · n=399 · 100.0% of resamples held this rank · named in 38% of answers
Ryka locked Ryka — ci 0.46–0.46 · n=399 · 99.9% of resamples held this rank · named in 13% of answers
Nike firm Nike — ci 0.31–0.38 · n=399 · 92.6% of resamples held this rank · named in 5% of answers
Orthofeet contested Orthofeet — ci 0.23–0.38 · n=399 · 49.6% of resamples held this rank · named in 4% of answers
Kizik contested Kizik — ci 0.23–0.38 · n=399 · 51.6% of resamples held this rank · named in 4% of answers
Salomon gathering Salomon — gathering data, n=399. No bootstrap interval yet.
Vionic gathering Vionic — gathering data, n=399. No bootstrap interval yet.
Saucony gathering Saucony — gathering data, n=399. 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

0.92–0.92

Asics

0.77–0.85

New Balance

0.77–0.85

Skechers

0.62–0.69

Altra

0.62–0.69

On Running

0.54–0.54

Ryka

0.46–0.46

Nike

0.31–0.38

Orthofeet

0.23–0.38

Kizik

0.23–0.38

11 of 14 brands measured · 13 dominance edges · 7 rungs · 5 pairs the data does not separate