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 mattress for heavy person

Helix takes the top spot in 58.2% of resamples. Of 10 ranked brands, only 2 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

Best Mattress for Heavy People - Saatva HD - Mattresses | Saatvawww.saatva.comsaatva.com/mattresses/saatva-hd?utm=airanks.net193
How Much Weight Can a Mattress Hold? | Big Fig Mattresswww.bigfigmattress.combigfigmattress.com/blog/how-much-w…ld?utm=airanks.net184
Best Mattress for Heavy People of 2026: Expert Testedwww.sleepfoundation.orgsleepfoundation.org/best-mattress/…rs?utm=airanks.net141
Does my Helix Mattress have a weight limit? – Helix Sleepsupport.helixsleep.comsupport.helixsleep.com/hc/en-us/ar…it?utm=airanks.net138
Shop the Helix Plus | Mattress for Plus Size Sleepers - Helix Sleephelixsleep.comhelixsleep.com/products/plus?utm=airanks.net117
Titan® Plus Core | Best Firm Plus Size Mattress – Brooklyn Beddingbrooklynbedding.combrooklynbedding.com/products/titan…re?utm=airanks.net96
The 7 Best Mattresses For Heavy People of 2026 - RTINGS.comwww.rtings.comrtings.com/mattress/reviews/best/h…le?utm=airanks.net76
WinkBeds Luxury Hybrid Mattress | 120 Night Trial | Lifetime Warrantywww.winkbeds.comwinkbeds.com/pages/shop-winkbed-heavy?utm=airanks.net64
The Best Mattress for Heavy People Who Need Extra Support – Brooklyn Beddingbrooklynbedding.combrooklynbedding.com/blogs/main/bes…le?utm=airanks.net63
The Cooling Mattress For Heavy People | Big Figwww.bigfigmattress.combigfigmattress.com/?utm=airanks.net49

The Ranking, With Its Uncertainty

Helix contested Helix — ci 0.89–1.00 · n=378 · 58.2% of resamples held this rank · named in 79% of answers
Saatva contested Saatva — ci 0.89–1.00 · n=378 · 58.2% of resamples held this rank · named in 77% of answers
Brooklyn Bedding firm Brooklyn Bedding — ci 0.67–0.78 · n=378 · 94.0% of resamples held this rank · named in 39% of answers
WinkBed firm WinkBed — ci 0.67–0.78 · n=378 · 94.1% of resamples held this rank · named in 55% of answers
Nolah contested Nolah — ci 0.44–0.56 · n=378 · 55.6% of resamples held this rank · named in 6% of answers
Leesa contested Leesa — ci 0.44–0.56 · n=378 · 55.6% of resamples held this rank · named in 9% of answers
Casper gathering Casper — gathering data, n=378. No bootstrap interval yet.
Avocado gathering Avocado — gathering data, n=378. No bootstrap interval yet.
Tuft & Needle gathering Tuft & Needle — gathering data, n=378. No bootstrap interval yet.
Dreamcloud gathering Dreamcloud — 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.

Helix

0.89–1.00

Saatva

0.89–1.00

Brooklyn Bedding

0.67–0.78

WinkBed

0.67–0.78

Nolah

0.44–0.56

Leesa

0.44–0.56