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 knee and hip pain women

Brooks takes the top spot in 100.0% 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

Best Shoes for Walking with Knee Pain 2026 | DPMwww.michiganfootdoctors.commichiganfootdoctors.com/best-shoes…n/?utm=airanks.net213
GEL-KAYANO 32 | Women | Black/White | Running Shoes | ASICS United Stateswww.asics.comasics.com/us/en-us/gel-kayano-32/p…ml?utm=airanks.net117
SPORT-SPECIFIC SHOES CANwww.apma.orgapma.org/apmamain/document-server/?utm=airanks.net85
Women's Adrenaline GTS 25 Running Shoes | Brooks Runningwww.brooksrunning.combrooksrunning.com/en_us/womens/sho…ml?utm=airanks.net77
Arthritis Foundationwww.arthritis.orgarthritis.org/health-wellness/heal…de?utm=airanks.net69
Best Walking Shoes For Women 2026 | Tested And Reviewed - Forbes Vettedwww.forbes.comforbes.com/sites/forbes-personal-s…n/?utm=airanks.net56
928v3 - New Balancewww.newbalance.comnewbalance.com/pd/928v3/WW928WB3-2…ml?utm=airanks.net42
Best Walking Shoes for Women in 2026 — Podiatrist Guidewww.teohl.comteohl.com/the-best-walking-shoes-f…t/?utm=airanks.net41
How to Buy Walking Shoes That Fitwww.arthritis.orgarthritis.org/health-wellness/heal…it?utm=airanks.net38
Shoes: Finding the Right Fit - OrthoInfo - AAOSorthoinfo.aaos.orgorthoinfo.aaos.org/en/staying-heal…it?utm=airanks.net35

The Ranking, With Its Uncertainty

Brooks locked Brooks — ci 1.00–1.00 · n=405 · 100.0% of resamples held this rank · named in 99% of answers
Hoka locked Hoka — ci 0.89–0.89 · n=405 · 100.0% of resamples held this rank · named in 86% of answers
Asics locked Asics — ci 0.78–0.78 · n=405 · 99.8% of resamples held this rank · named in 90% of answers
New Balance locked New Balance — ci 0.67–0.67 · n=405 · 99.8% of resamples held this rank · named in 95% of answers
Saucony contested Saucony — ci 0.11–0.56 · n=405 · 50.6% of resamples held this rank · named in 1% of answers
Nike gathering Nike — gathering data, n=405. No bootstrap interval yet.
Orthofeet gathering Orthofeet — gathering data, n=405. No bootstrap interval yet.
Ryka gathering Ryka — gathering data, n=405. No bootstrap interval yet.
Altra gathering Altra — gathering data, n=405. No bootstrap interval yet.
Skechers gathering Skechers — gathering data, n=405. 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

0.89–0.89

Asics

0.78–0.78

New Balance

0.67–0.67

Saucony

0.11–0.56

5 of 10 brands measured · 4 dominance edges · 5 rungs · 0 pairs the data does not separate