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 wireless earbuds noise cancelling

Apple takes the top spot in 100.0% of resamples. Of 11 ranked brands, only 3 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 6 Best Noise Cancelling Earbuds of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ds?utm=airanks.net325
These are the best noise canceling earbuds that are actually worth your money right nowwww.tomsguide.comtomsguide.com/audio/earbuds/best-n…ds?utm=airanks.net203
Best noise-cancelling earbuds 2026: reviewed and rated by our experts | What Hi-Fi?www.whathifi.comwhathifi.com/best-buys/best-noise-…se?utm=airanks.net109
The best wireless earbuds of 2026: Lab-tested by experts - SoundGuyswww.soundguys.comsoundguys.com/best-wireless-earbud…3/?utm=airanks.net103
Best noise canceling earbuds 2026: The top ANC we've tested - SoundGuyswww.soundguys.comsoundguys.com/best-noise-cancellin…7/?utm=airanks.net101
The 7 Best Wireless Earbuds of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ds?utm=airanks.net81
Explore Galaxy Buds4 Pro | Wireless Earbuds | Samsung USwww.samsung.comsamsung.com/us/audio-sound/galaxy-…o/?utm=airanks.net45
Bose QuietComfort Ultra Earbuds (2nd Gen) | Noise Cancelling, Bluetooth | Bosewww.bose.combose.com/p/earbuds/bose-quietcomfo…ml?utm=airanks.net39
Sony WF-1000XM6 vs Bose QuietComfort Ultra 2 - SoundGuyswww.soundguys.comsoundguys.com/sony-wf-1000xm6-vs-b…3/?utm=airanks.net39

The Ranking, With Its Uncertainty

Apple locked Apple — ci 1.00–1.00 · n=416 · 100.0% of resamples held this rank · named in 98% of answers
Sony contested Sony — ci 0.80–0.90 · n=416 · 64.6% of resamples held this rank · named in 98% of answers
Bose contested Bose — ci 0.80–0.90 · n=416 · 64.6% of resamples held this rank · named in 100% of answers
Anker locked Anker — ci 0.70–0.70 · n=416 · 100.0% of resamples held this rank · named in 42% of answers
CMF locked CMF — ci 0.60–0.60 · n=416 · 100.0% of resamples held this rank · named in 28% of answers
Technics contested Technics — ci 0.40–0.50 · n=416 · 60.7% of resamples held this rank · named in 10% of answers
EarFun contested EarFun — ci 0.40–0.50 · n=416 · 60.7% of resamples held this rank · named in 10% of answers
Nothing soft Nothing — ci 0.00–0.30 · n=416 · 65.5% of resamples held this rank · named in 1% of answers
Sennheiser Momentum contested Sennheiser Momentum — ci 0.10–0.30 · n=416 · 47.8% of resamples held this rank · named in 1% of answers
Beats gathering Beats — gathering data, n=416. No bootstrap interval yet.
Sennheiser gathering Sennheiser — gathering data, n=416. 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.

Apple

1.00–1.00

Sony

0.80–0.90

Bose

0.80–0.90

Anker

0.70–0.70

CMF

0.60–0.60

Technics

0.40–0.50

EarFun

0.40–0.50

Nothing

0.00–0.30

Sennheiser Momentum

0.10–0.30