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

What is the best hybrid mattress

Saatva takes the top spot in 89.4% of resamples. Of 12 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 7 Best Hybrid Mattresses of 2026 - RTINGS.comwww.rtings.comrtings.com/mattress/reviews/best/hybrid?utm=airanks.net143
Best hybrid mattress 2026: Our top 9, verified by lab testing and ranked by experts | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-hybr…es?utm=airanks.net130
5 Best Hybrid Mattresses of 2026, Tested and Reviewedwww.goodhousekeeping.comgoodhousekeeping.com/home-products…s/?utm=airanks.net72
Innerspring Mattress - Saatva Classic - Mattresses | Saatvawww.saatva.comsaatva.com/mattresses/saatva-classic?utm=airanks.net52
This luxury hybrid mattress earned 5 stars from our experts — and now's the time to buy | Tom's Guidewww.tomsguide.comtomsguide.com/mattresses/this-luxu…uy?utm=airanks.net26
WinkBeds Luxury Hybrid Mattress | 120 Night Trial | Lifetime Warrantywww.winkbeds.comwinkbeds.com/pages/shop-winkbed?utm=airanks.net25

The Ranking, With Its Uncertainty

Saatva firm Saatva — ci 0.91–1.00 · n=380 · 89.4% of resamples held this rank · named in 94% of answers
Helix firm Helix — ci 0.91–1.00 · n=380 · 89.4% of resamples held this rank · named in 82% of answers
Brooklyn Bedding firm Brooklyn Bedding — ci 0.73–0.82 · n=380 · 88.0% of resamples held this rank · named in 67% of answers
WinkBed firm WinkBed — ci 0.73–0.82 · n=380 · 88.0% of resamples held this rank · named in 70% of answers
Leesa locked Leesa — ci 0.64–0.64 · n=380 · 100.0% of resamples held this rank · named in 38% of answers
Bear locked Bear — ci 0.55–0.55 · n=380 · 99.8% of resamples held this rank · named in 27% of answers
Nolah contested Nolah — ci 0.27–0.45 · n=380 · 54.7% of resamples held this rank · named in 18% of answers
Dreamcloud contested Dreamcloud — ci 0.27–0.45 · n=380 · 51.9% of resamples held this rank · named in 17% of answers
Purple firm Purple — ci 0.27–0.36 · n=380 · 90.5% of resamples held this rank · named in 13% of answers
Allswell locked Allswell — ci 0.18–0.18 · n=380 · 97.4% of resamples held this rank · named in 9% of answers
Nectar locked Nectar — ci 0.00–0.09 · n=380 · 96.6% of resamples held this rank · named in 2% of answers
Sealy gathering Sealy — gathering data, n=380. 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

0.91–1.00

Helix

0.91–1.00

Brooklyn Bedding

0.73–0.82

WinkBed

0.73–0.82

Leesa

0.64–0.64

Bear

0.55–0.55

Nolah

0.27–0.45

Dreamcloud

0.27–0.45

Purple

0.27–0.36

Allswell

0.18–0.18

Nectar

0.00–0.09