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 2026

Apple takes the top spot in 100.0% of resamples. Of 15 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 best wireless earbuds of 2026: Lab-tested by experts - SoundGuyswww.soundguys.comsoundguys.com/best-wireless-earbud…3/?utm=airanks.net307
The 7 Best Wireless Earbuds of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ds?utm=airanks.net255
Best wireless earbuds in 2026: the 9 pairs of buds that stand out, all thoroughly tested and reviewed by our expert team | TechRadarwww.techradar.comtechradar.com/audio/earbuds-airpod…ds?utm=airanks.net62
Sony WF-1000XM6 vs Bose QuietComfort Ultra 2 - SoundGuyswww.soundguys.comsoundguys.com/sony-wf-1000xm6-vs-b…3/?utm=airanks.net61
Buy Galaxy Buds4 Pro, White | Price & Deals | Samsung USwww.samsung.comsamsung.com/us/audio-sound/galaxy-…y/?utm=airanks.net53
Explore Galaxy Buds4 Pro | Wireless Earbuds | Samsung USwww.samsung.comsamsung.com/us/audio-sound/galaxy-…o/?utm=airanks.net51
Best Wireless Earbuds of 2026 | Lab Tested & Rankedwww.techgearlab.comtechgearlab.com/topics/audio/best-…ds?utm=airanks.net50
The 7 Best True Wireless Earbuds of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ds?utm=airanks.net50

The Ranking, With Its Uncertainty

Apple locked Apple — ci 1.00–1.00 · n=408 · 100.0% of resamples held this rank · named in 98% of answers
Sony locked Sony — ci 0.93–0.93 · n=408 · 100.0% of resamples held this rank · named in 98% of answers
Bose locked Bose — ci 0.86–0.86 · n=408 · 100.0% of resamples held this rank · named in 96% of answers
Beats locked Beats — ci 0.79–0.79 · n=408 · 100.0% of resamples held this rank · named in 72% of answers
Technics locked Technics — ci 0.71–0.71 · n=408 · 98.2% of resamples held this rank · named in 47% of answers
EarFun locked EarFun — ci 0.64–0.64 · n=408 · 96.6% of resamples held this rank · named in 50% of answers
Anker locked Anker — ci 0.57–0.57 · n=408 · 98.4% of resamples held this rank · named in 40% of answers
CMF locked CMF — ci 0.50–0.50 · n=408 · 100.0% of resamples held this rank · named in 17% of answers
Nothing locked Nothing — ci 0.43–0.43 · n=408 · 97.8% of resamples held this rank · named in 7% of answers
Bowers & Wilkins soft Bowers & Wilkins — ci 0.29–0.36 · n=408 · 76.0% of resamples held this rank · named in 3% of answers
Shokz soft Shokz — ci 0.14–0.36 · n=408 · 67.1% of resamples held this rank · named in 3% of answers
Sennheiser Momentum contested Sennheiser Momentum — ci 0.07–0.29 · n=408 · 48.1% of resamples held this rank · named in 1% of answers
Sennheiser unsettled Sennheiser — ci 0.00–0.29 · n=408 · 43.0% of resamples held this rank · named in 1% of answers
Samsung gathering Samsung — gathering data, n=408. No bootstrap interval yet.
JBL gathering JBL — gathering data, n=408. 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

0.93–0.93

Bose

0.86–0.86

Beats

0.79–0.79

Technics

0.71–0.71

EarFun

0.64–0.64

Anker

0.57–0.57

CMF

0.50–0.50

Nothing

0.43–0.43

Bowers & Wilkins

0.29–0.36

Shokz

0.14–0.36

Sennheiser Momentum

0.07–0.29

Sennheiser

0.00–0.29