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

What is the best true wireless earbuds

Apple takes the top spot in 87.8% of resamples. Of 16 ranked brands, only 8 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.net250
The 7 Best True Wireless Earbuds of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ds?utm=airanks.net240
The 7 Best Wireless Earbuds of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ds?utm=airanks.net188
Best wireless earbuds 2026 — tested and rated | Tom's Guidewww.tomsguide.comtomsguide.com/us/best-wireless-ear…ml?utm=airanks.net180
Best Wireless Earbuds of 2026 | Lab Tested & Rankedwww.techgearlab.comtechgearlab.com/topics/audio/best-…ds?utm=airanks.net69
Explore Galaxy Buds4 Pro | Wireless Earbuds | Samsung USwww.samsung.comsamsung.com/us/audio-sound/galaxy-…o/?utm=airanks.net61
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.net61

The Ranking, With Its Uncertainty

Apple firm Apple — ci 0.93–1.00 · n=410 · 87.8% of resamples held this rank · named in 97% of answers
Sony firm Sony — ci 0.93–1.00 · n=410 · 87.8% of resamples held this rank · named in 96% of answers
Bose locked Bose — ci 0.87–0.87 · n=410 · 100.0% of resamples held this rank · named in 91% of answers
Technics locked Technics — ci 0.80–0.80 · n=410 · 100.0% of resamples held this rank · named in 48% of answers
Beats locked Beats — ci 0.67–0.73 · n=410 · 95.3% of resamples held this rank · named in 46% of answers
Anker firm Anker — ci 0.60–0.73 · n=410 · 80.1% of resamples held this rank · named in 41% of answers
EarFun firm EarFun — ci 0.60–0.67 · n=410 · 84.6% of resamples held this rank · named in 36% of answers
Nothing locked Nothing — ci 0.53–0.53 · n=410 · 100.0% of resamples held this rank · named in 18% of answers
CMF contested CMF — ci 0.33–0.47 · n=410 · 57.5% of resamples held this rank · named in 5% of answers
Sennheiser Momentum contested Sennheiser Momentum — ci 0.33–0.47 · n=410 · 48.9% of resamples held this rank · named in 3% of answers
Sennheiser contested Sennheiser — ci 0.13–0.40 · n=410 · 51.5% of resamples held this rank · named in 3% of answers
Wells Fargo gathering Wells Fargo — gathering data, n=410. No bootstrap interval yet.
Bowers & Wilkins unsettled Bowers & Wilkins — ci 0.13–0.33 · n=410 · 37.5% of resamples held this rank · named in 2% of answers
JBL unsettled JBL — ci 0.07–0.33 · n=410 · 40.4% of resamples held this rank · named in 1% of answers
Jabra gathering Jabra — gathering data, n=410. No bootstrap interval yet.
JLab gathering JLab — gathering data, n=410. 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

0.93–1.00

Sony

0.93–1.00

Bose

0.87–0.87

Technics

0.80–0.80

Beats

0.67–0.73

Anker

0.60–0.73

EarFun

0.60–0.67

Nothing

0.53–0.53

CMF

0.33–0.47

Sennheiser Momentum

0.33–0.47

Sennheiser

0.13–0.40

Bowers & Wilkins

0.13–0.33

JBL

0.07–0.33