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.

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The Question

← all rankings / dataset COBALT

Best walking shoes for women over 50

Brooks takes the top spot in 100.0% of resamples. Of 15 ranked brands, only 6 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

Best Walking Shoes For Women 2026 | Tested And Reviewed - Forbes Vettedwww.forbes.comforbes.com/sites/forbes-personal-s…n/?utm=airanks.net170
The 10 Best Walking Shoes for Women 2026, Tested By Editorswww.womenshealthmag.comwomenshealthmag.com/fitness/g23517…n/?utm=airanks.net164
Feet and Footwear for Older Adultswww.cdc.govcdc.gov/steadi/media/pdfs/2024/08/…df?utm=airanks.net134
The 12 Best Walking Shoes for Seniors of 2026, Testedwww.verywellfit.comverywellfit.com/best-walking-shoes…01?utm=airanks.net126
9 Best Walking Shoes for Women in 2026, Tested & Reviewedwww.goodhousekeeping.comgoodhousekeeping.com/health-produc…s/?utm=airanks.net86
The 12 Best Women’s Walking Shoes of 2026www.verywellfit.comverywellfit.com/best-walking-shoes…95?utm=airanks.net86
Best Walking Shoes for Women, According to Podiatristsshopping.yahoo.comshopping.yahoo.com/style/shoes/art…ml?utm=airanks.net74
The Best Walking Shoes for Women | Tested & Rankedwww.outdoorgearlab.comoutdoorgearlab.com/topics/shoes-an…ns?utm=airanks.net59
SPORT-SPECIFIC SHOES CANwww.apma.orgapma.org/apmamain/document-server/?utm=airanks.net55
Best Walking Shoes for Women Over 50, Per Podiatrists and Testingwww.prevention.comprevention.com/beauty/style/g69498…e/?utm=airanks.net47

The Ranking, With Its Uncertainty

Brooks locked Brooks — ci 1.00–1.00 · n=399 · 100.0% of resamples held this rank · named in 100% of answers
Hoka locked Hoka — ci 0.93–0.93 · n=399 · 99.5% of resamples held this rank · named in 82% of answers
New Balance locked New Balance — ci 0.86–0.86 · n=399 · 99.5% of resamples held this rank · named in 88% of answers
Ryka soft Ryka — ci 0.71–0.79 · n=399 · 65.8% of resamples held this rank · named in 37% of answers
Skechers contested Skechers — ci 0.71–0.79 · n=399 · 64.8% of resamples held this rank · named in 54% of answers
Asics locked Asics — ci 0.64–0.71 · n=399 · 96.7% of resamples held this rank · named in 32% of answers
Altra firm Altra — ci 0.50–0.57 · n=399 · 91.7% of resamples held this rank · named in 14% of answers
Orthofeet soft Orthofeet — ci 0.43–0.57 · n=399 · 66.3% of resamples held this rank · named in 10% of answers
Kizik soft Kizik — ci 0.36–0.50 · n=399 · 70.3% of resamples held this rank · named in 10% of answers
Nike unsettled Nike — ci 0.14–0.43 · n=399 · 39.7% of resamples held this rank · named in 4% of answers
On Running unsettled On Running — ci 0.14–0.36 · n=399 · 40.3% of resamples held this rank · named in 6% of answers
Vionic unsettled Vionic — ci 0.14–0.36 · n=399 · 39.9% of resamples held this rank · named in 5% of answers
Topo Athletic firm Topo Athletic — ci 0.14–0.29 · n=399 · 82.9% of resamples held this rank · named in 2% of answers
Salomon gathering Salomon — gathering data, n=399. No bootstrap interval yet.
Merrell gathering Merrell — 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

0.93–0.93

New Balance

0.86–0.86

Ryka

0.71–0.79

Skechers

0.71–0.79

Asics

0.64–0.71

Altra

0.50–0.57

Orthofeet

0.43–0.57

Kizik

0.36–0.50

Nike

0.14–0.43

On Running

0.14–0.36

Vionic

0.14–0.36

Topo Athletic

0.14–0.29

13 of 15 brands measured · 22 dominance edges · 8 rungs · 16 pairs the data does not separate