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 suv tires

Michelin takes the top spot in 100.0% of resamples. Of 11 ranked brands, only 5 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

Michelin locked Michelin — ci 1.00–1.00 · n=400 · 100.0% of resamples held this rank · named in 98% of answers
Honda locked Honda — ci 0.90–0.90 · n=400 · 100.0% of resamples held this rank · named in 15% of answers
Toyota locked Toyota — ci 0.80–0.80 · n=400 · 100.0% of resamples held this rank · named in 15% of answers
Mazda soft Mazda — ci 0.60–0.70 · n=400 · 77.0% of resamples held this rank · named in 14% of answers
Subaru soft Subaru — ci 0.50–0.70 · n=400 · 73.7% of resamples held this rank · named in 13% of answers
Jeep firm Jeep — ci 0.40–0.60 · n=400 · 88.6% of resamples held this rank · named in 11% of answers
Hyundai firm Hyundai — ci 0.40–0.50 · n=400 · 92.5% of resamples held this rank · named in 9% of answers
Ford soft Ford — ci 0.20–0.30 · n=400 · 66.1% of resamples held this rank · named in 7% of answers
Kia soft Kia — ci 0.20–0.30 · n=400 · 66.8% of resamples held this rank · named in 5% of answers
Porsche gathering Porsche — gathering data, n=400. No bootstrap interval yet.
Lexus gathering Lexus — gathering data, n=400. 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.

Michelin

1.00–1.00

Honda

0.90–0.90

Toyota

0.80–0.80

Mazda

0.60–0.70

Subaru

0.50–0.70

Jeep

0.40–0.60

Hyundai

0.40–0.50

Ford

0.20–0.30

Kia

0.20–0.30