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 bunions women

Altra takes the top spot in 59.8% of resamples. Of 12 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

Torin 8 Women’s Road Running Shoe - Gray/Pink | Altra Running USwww.altrarunning.comaltrarunning.com/en-us/products/wo…qf?utm=airanks.net212
Women’s Wide Shoes Built for Lasting Comfort | Altra Running USwww.altrarunning.comaltrarunning.com/en-us/collections…es?utm=airanks.net80
Best Shoes for Bunions 2026: Podiatrist Guide | DPMwww.michiganfootdoctors.commichiganfootdoctors.com/best-shoes…s/?utm=airanks.net78
Best Women's Wide Width Shoes 2026 | Podiatrist Guidewww.michiganfootdoctors.commichiganfootdoctors.com/best-women…e/?utm=airanks.net71
Bunion Shoes for Women | OrthoFeet – Orthofeet®www.orthofeet.comorthofeet.com/collections/bunions-…en?utm=airanks.net69
Best Shoes for Bunions in 2026 | BestPodiatrists.combestpodiatrists.combestpodiatrists.com/blog/best-shoe…s/?utm=airanks.net66
Best Shoes for Bunions 2026 | Podiatrist-Reviewedwww.michiganfootdoctors.commichiganfootdoctors.com/best-shoes…6/?utm=airanks.net52
Bunions - APMA MAINwww.apma.orgapma.org/patients-and-the-public/c…s/?utm=airanks.net51
Bunions - OrthoInfo - American Academy of Orthopaedic Surgeonsorthoinfo.aaos.orgorthoinfo.aaos.org/en/diseases--co…s/?utm=airanks.net48
Ghost Max 2 Womens Running Shoes | Brooks Runningwww.brooksrunning.combrooksrunning.com/en_us/womens/sho…ml?utm=airanks.net46

The Ranking, With Its Uncertainty

Altra contested Altra — ci 0.91–1.00 · n=393 · 59.8% of resamples held this rank · named in 97% of answers
New Balance contested New Balance — ci 0.91–1.00 · n=393 · 59.8% of resamples held this rank · named in 92% of answers
Brooks locked Brooks — ci 0.82–0.82 · n=393 · 100.0% of resamples held this rank · named in 89% of answers
Hoka locked Hoka — ci 0.73–0.73 · n=393 · 100.0% of resamples held this rank · named in 62% of answers
Orthofeet contested Orthofeet — ci 0.55–0.64 · n=393 · 55.1% of resamples held this rank · named in 54% of answers
Topo Athletic contested Topo Athletic — ci 0.55–0.64 · n=393 · 55.1% of resamples held this rank · named in 30% of answers
Skechers locked Skechers — ci 0.45–0.45 · n=393 · 99.9% of resamples held this rank · named in 10% of answers
Saucony firm Saucony — ci 0.18–0.36 · n=393 · 87.4% of resamples held this rank · named in 2% of answers
Asics soft Asics — ci 0.09–0.36 · n=393 · 65.2% of resamples held this rank · named in 1% of answers
Ryka gathering Ryka — gathering data, n=393. No bootstrap interval yet.
Vionic gathering Vionic — gathering data, n=393. No bootstrap interval yet.
KEEN gathering KEEN — gathering data, n=393. 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.

Altra

0.91–1.00

New Balance

0.91–1.00

Brooks

0.82–0.82

Hoka

0.73–0.73

Orthofeet

0.55–0.64

Topo Athletic

0.55–0.64

Skechers

0.45–0.45

Saucony

0.18–0.36

Asics

0.09–0.36

9 of 12 brands measured · 9 dominance edges · 6 rungs · 3 pairs the data does not separate