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 headphones for sleeping

Anker takes the top spot in 100.0% of resamples. Of 8 ranked brands, only 4 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

SleepPhones® Wireless (Bluetooth® Sleep Headphones) | SleepPhones® Comfortable Headband Headphones for Sleepingwww.sleepphones.comsleepphones.com/SleepPhones-Wireless?utm=airanks.net246
soundcore Sleep A30 Smart ANC Sleep Earbuds-HSA/FSA Eligiblewww.soundcore.comsoundcore.com/products/d1301-sleep…ng?utm=airanks.net246
soundcore Sleep A20: Tiny, Comfortable, Effective Noise Blocking Sleep Earbuds | soundcore USwww.soundcore.comsoundcore.com/products/sleep-a20-s…ds?utm=airanks.net168
Best Headphones for Sleeping: Expert Tested | Sleep Foundationwww.sleepfoundation.orgsleepfoundation.org/best-sleep-pro…ng?utm=airanks.net134
The 6 Best sleep headphones 2026: chosen by experts | Tom's Guidewww.tomsguide.comtomsguide.com/wellness/sleep-tech/…es?utm=airanks.net114
QuietOn 4 Active Noise Cancelling Sleep Buds - QuietOnquieton.comquieton.com/shop/quieton-4-sleep-e…s/?utm=airanks.net49
The SleepPhones® Catalog | SleepPhones® Comfortable Headband Headphones for Sleepingwww.sleepphones.comsleepphones.com/sleepphones-headba…es?utm=airanks.net43

The Ranking, With Its Uncertainty

Anker locked Anker — ci 1.00–1.00 · n=417 · 100.0% of resamples held this rank · named in 91% of answers
SleepPhones locked SleepPhones — ci 0.86–0.86 · n=417 · 99.9% of resamples held this rank · named in 94% of answers
Ozlo locked Ozlo — ci 0.71–0.71 · n=417 · 99.9% of resamples held this rank · named in 83% of answers
Bose locked Bose — ci 0.57–0.57 · n=417 · 100.0% of resamples held this rank · named in 21% of answers
Apple contested Apple — ci 0.14–0.43 · n=417 · 54.0% of resamples held this rank · named in 5% of answers
Nothing contested Nothing — ci 0.14–0.43 · n=417 · 47.3% of resamples held this rank · named in 6% of answers
Edifier soft Edifier — ci 0.14–0.43 · n=417 · 69.3% of resamples held this rank · named in 6% of answers
Sony gathering Sony — gathering data, n=417. 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.

Anker

1.00–1.00

SleepPhones

0.86–0.86

Ozlo

0.71–0.71

Bose

0.57–0.57

Apple

0.14–0.43

Nothing

0.14–0.43

Edifier

0.14–0.43