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

PHRASE

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The Question

← all rankings / dataset COBALT

Best walking shoes for flat feet

Brooks takes the top spot in 100.0% of resamples. All 7 ranked brands hold positions 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

Brooks locked Brooks — ci 1.00–1.00 · n=401 · 100.0% of resamples held this rank · named in 100% of answers
New Balance locked New Balance — ci 0.83–0.83 · n=401 · 100.0% of resamples held this rank · named in 98% of answers
Asics locked Asics — ci 0.67–0.67 · n=401 · 100.0% of resamples held this rank · named in 93% of answers
Hoka locked Hoka — ci 0.50–0.50 · n=401 · 100.0% of resamples held this rank · named in 80% of answers
Saucony locked Saucony — ci 0.33–0.33 · n=401 · 100.0% of resamples held this rank · named in 22% of answers
Topo Athletic locked Topo Athletic — ci 0.17–0.17 · n=401 · 99.5% of resamples held this rank · named in 7% of answers
Vionic locked Vionic — ci 0.00–0.00 · n=401 · 99.5% 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

New Balance

0.83–0.83

Asics

0.67–0.67

Hoka

0.50–0.50

Saucony

0.33–0.33

Topo Athletic

0.17–0.17

Vionic

0.00–0.00