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 mattress topper queen

Saatva takes the top spot in 98.5% of resamples. Of 8 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

Saatva locked Saatva — ci 1.00–1.00 · n=378 · 98.5% of resamples held this rank · named in 76% of answers
Tempur-Pedic locked Tempur-Pedic — ci 0.86–0.86 · n=378 · 98.5% of resamples held this rank · named in 72% of answers
ViscoSoft soft ViscoSoft — ci 0.57–0.71 · n=378 · 79.3% of resamples held this rank · named in 42% of answers
Nolah soft Nolah — ci 0.57–0.71 · n=378 · 79.1% of resamples held this rank · named in 25% of answers
Helix locked Helix — ci 0.43–0.43 · n=378 · 99.8% of resamples held this rank · named in 25% of answers
Brooklyn Bedding firm Brooklyn Bedding — ci 0.14–0.29 · n=378 · 89.1% of resamples held this rank · named in 5% of answers
Avocado firm Avocado — ci 0.14–0.29 · n=378 · 89.1% of resamples held this rank · named in 5% of answers
Nectar gathering Nectar — gathering data, n=378. 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.

Saatva

1.00–1.00

Tempur-Pedic

0.86–0.86

ViscoSoft

0.57–0.71

Nolah

0.57–0.71

Helix

0.43–0.43

Brooklyn Bedding

0.14–0.29

Avocado

0.14–0.29