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 women over 70

New Balance takes the top spot in 100.0% of resamples. Of 13 ranked brands, only 9 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 Ranking, With Its Uncertainty

New Balance locked New Balance — ci 1.00–1.00 · n=405 · 100.0% of resamples held this rank · named in 97% of answers
Brooks locked Brooks — ci 0.92–0.92 · n=405 · 100.0% of resamples held this rank · named in 98% of answers
Skechers locked Skechers — ci 0.83–0.83 · n=405 · 99.4% of resamples held this rank · named in 84% of answers
Hoka locked Hoka — ci 0.75–0.75 · n=405 · 99.4% of resamples held this rank · named in 66% of answers
Orthofeet locked Orthofeet — ci 0.58–0.67 · n=405 · 95.4% of resamples held this rank · named in 33% of answers
Asics locked Asics — ci 0.58–0.67 · n=405 · 95.4% of resamples held this rank · named in 22% of answers
Ryka locked Ryka — ci 0.50–0.50 · n=405 · 99.4% of resamples held this rank · named in 12% of answers
Vionic firm Vionic — ci 0.33–0.42 · n=405 · 94.2% of resamples held this rank · named in 6% of answers
Kizik firm Kizik — ci 0.33–0.42 · n=405 · 94.8% of resamples held this rank · named in 4% of answers
Altra gathering Altra — gathering data, n=405. No bootstrap interval yet.
Saucony gathering Saucony — gathering data, n=405. No bootstrap interval yet.
KEEN gathering KEEN — gathering data, n=405. No bootstrap interval yet.
Topo Athletic gathering Topo Athletic — 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.

New Balance

1.00–1.00

Brooks

0.92–0.92

Skechers

0.83–0.83

Hoka

0.75–0.75

Orthofeet

0.58–0.67

Asics

0.58–0.67

Ryka

0.50–0.50

Vionic

0.33–0.42

Kizik

0.33–0.42