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 back pain reddit

Saatva takes the top spot in 100.0% of resamples. Of 18 ranked brands, only 7 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

Which mattress is good for back pain? (#FAQ)www.reddit.comreddit.com/r/Mattresses/comments/1eqqp7a?utm=airanks.net143
Best firm mattress for back pain side sleeper?www.reddit.comreddit.com/r/Mattress/comments/1vn…r/?utm=airanks.net69
Recommendations for a mattress for back and side sleeper : r/Mattresswww.reddit.comreddit.com/r/Mattress/comments/1v3…e/?utm=airanks.net64
The 5 Best Mattresses For Back Pain of 2026 - RTINGS.comwww.rtings.comrtings.com/mattress/reviews/best/b…in?utm=airanks.net63
anyone with lower back pain have any recommendations? : r/Mattresswww.reddit.comreddit.com/r/Mattress/comments/1v6…y/?utm=airanks.net60
Mattress impact on lifestyle and back pain: a 25-year orthopedic literature review guideline - PubMedpubmed.ncbi.nlm.nih.govpubmed.ncbi.nlm.nih.gov/42432412/?utm=airanks.net55
Suffering from lower back pain for the last 2 years, please recommend a mattresswww.reddit.comreddit.com/r/Mattress/comments/1uy…2/?utm=airanks.net46
Tom’s Guide Sleep Awards 2025: Best Mattress for Back Pain | Tom's Guidewww.tomsguide.comtomsguide.com/mattresses/toms-guid…in?utm=airanks.net44

The Ranking, With Its Uncertainty

Saatva locked Saatva — ci 1.00–1.00 · n=369 · 100.0% of resamples held this rank · named in 84% of answers
Helix firm Helix — ci 0.88–0.94 · n=369 · 91.6% of resamples held this rank · named in 51% of answers
Tempur-Pedic firm Tempur-Pedic — ci 0.88–0.94 · n=369 · 91.4% of resamples held this rank · named in 50% of answers
Bear locked Bear — ci 0.82–0.82 · n=369 · 99.7% of resamples held this rank · named in 32% of answers
WinkBed locked WinkBed — ci 0.76–0.76 · n=369 · 99.9% of resamples held this rank · named in 21% of answers
Brooklyn Bedding firm Brooklyn Bedding — ci 0.65–0.71 · n=369 · 83.6% of resamples held this rank · named in 11% of answers
Purple firm Purple — ci 0.65–0.71 · n=369 · 83.4% of resamples held this rank · named in 12% of answers
Avocado soft Avocado — ci 0.47–0.59 · n=369 · 77.7% of resamples held this rank · named in 5% of answers
Leesa unsettled Leesa — ci 0.35–0.59 · n=369 · 38.2% of resamples held this rank · named in 4% of answers
Sleep Number unsettled Sleep Number — ci 0.35–0.59 · n=369 · 37.6% of resamples held this rank · named in 5% of answers
Sealy unsettled Sealy — ci 0.24–0.53 · n=369 · 26.1% of resamples held this rank · named in 2% of answers
Nolah unsettled Nolah — ci 0.18–0.53 · n=369 · 27.0% of resamples held this rank · named in 2% of answers
Casper unsettled Casper — ci 0.18–0.53 · n=369 · 23.1% of resamples held this rank · named in 2% of answers
Tuft & Needle unsettled Tuft & Needle — ci 0.06–0.41 · n=369 · 37.6% of resamples held this rank · named in 1% of answers
Nectar gathering Nectar — gathering data, n=369. No bootstrap interval yet.
Allswell gathering Allswell — gathering data, n=369. No bootstrap interval yet.
Dreamcloud gathering Dreamcloud — gathering data, n=369. No bootstrap interval yet.
Zinus gathering Zinus — gathering data, n=369. 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

Helix

0.88–0.94

Tempur-Pedic

0.88–0.94

Bear

0.82–0.82

WinkBed

0.76–0.76

Brooklyn Bedding

0.65–0.71

Purple

0.65–0.71

Avocado

0.47–0.59

Leesa

0.35–0.59

Sleep Number

0.35–0.59

Sealy

0.24–0.53

Nolah

0.18–0.53

Casper

0.18–0.53

Tuft & Needle

0.06–0.41