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 running shoes for bad knees women

Brooks takes the top spot in 99.9% of resamples. Of 8 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

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.net212
The 6 Best Running Shoes For Women of 2026 - RTINGS.comwww.rtings.comrtings.com/running-shoes/reviews/b…en?utm=airanks.net118
7 Best Running Shoes For Knee Pain in 2026 | RunRepeatrunrepeat.comrunrepeat.com/guides/best-knee-pai…es?utm=airanks.net115
Best Running Shoes for Bad Knees 2026: DPM-Ranked Pickswww.michiganfootdoctors.commichiganfootdoctors.com/best-runni…s/?utm=airanks.net91
GEL-KAYANO 32 | Women | Black/White | Running Shoes | ASICS United Stateswww.asics.comasics.com/us/en-us/gel-kayano-32/p…ml?utm=airanks.net81
Women's Glycerin 23 Running Shoes | Brooks Runningwww.brooksrunning.combrooksrunning.com/en_us/womens/sho…ml?utm=airanks.net80
How to Pick Running Shoes If You Have Bad Knees. Nike.comwww.nike.comnike.com/a/best-running-shoes-for-…s/?utm=airanks.net78
Knee pain and other running injurieswww.nhs.uknhs.uk/live-well/exercise/knee-pai…s/?utm=airanks.net77
Women's Adrenaline GTS 25 Running Shoes | Brooks Runningwww.brooksrunning.combrooksrunning.com/en_us/womens/sho…ml?utm=airanks.net62
Hurricane 25 Women’s Stability Trainer | Saucony USwww.saucony.comsaucony.com/en/hurricane-25/60325W.html?utm=airanks.net48

The Ranking, With Its Uncertainty

Brooks locked Brooks — ci 1.00–1.00 · n=406 · 99.9% of resamples held this rank · named in 96% of answers
Asics locked Asics — ci 0.86–0.86 · n=406 · 99.9% of resamples held this rank · named in 98% of answers
Hoka locked Hoka — ci 0.71–0.71 · n=406 · 100.0% of resamples held this rank · named in 70% of answers
Saucony locked Saucony — ci 0.57–0.57 · n=406 · 100.0% of resamples held this rank · named in 43% of answers
New Balance soft New Balance — ci 0.29–0.43 · n=406 · 75.5% of resamples held this rank · named in 35% of answers
Nike soft Nike — ci 0.29–0.43 · n=406 · 75.5% of resamples held this rank · named in 27% of answers
Adidas locked Adidas — ci 0.14–0.14 · n=406 · 100.0% of resamples held this rank · named in 6% of answers
Altra locked Altra — ci 0.00–0.00 · n=406 · 100.0% of resamples held this rank · named in 4% of answers

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

Asics

0.86–0.86

Hoka

0.71–0.71

Saucony

0.57–0.57

New Balance

0.29–0.43

Nike

0.29–0.43

Adidas

0.14–0.14

Altra

0.00–0.00

8 of 8 brands measured · 8 dominance edges · 7 rungs · 1 pair the data does not separate