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 reddit

Apple takes the top spot in 100.0% of resamples. Of 18 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

Wireless Earbuds Recommendation : r/Earbudswww.reddit.comreddit.com/r/Earbuds/comments/1u82…n/?utm=airanks.net182
Best Earbuds to upgrade to in 2026 : r/Earbudswww.reddit.comreddit.com/r/Earbuds/comments/1uzf…6/?utm=airanks.net130
Best Earbuds To Buy In 2026? (Price, ANC, Battery Life) : r/Earbudswww.reddit.comreddit.com/r/Earbuds/comments/1utp…e/?utm=airanks.net74
These are the best wireless earbuds, according to thousands of Reddit userswww.soundguys.comsoundguys.com/the-best-wireless-ea…6/?utm=airanks.net61
Best noise cancelling earbuds people actually recommend right now? : r/Earbudswww.reddit.comreddit.com/r/Earbuds/comments/1rzs…y/?utm=airanks.net58
Best earbuds for sound quality in 2026? : r/Earbudswww.reddit.comreddit.com/r/Earbuds/comments/1rlb…6/?utm=airanks.net43

The Ranking, With Its Uncertainty

Apple locked Apple — ci 1.00–1.00 · n=410 · 100.0% of resamples held this rank · named in 98% of answers
Sony locked Sony — ci 0.94–0.94 · n=410 · 100.0% of resamples held this rank · named in 95% of answers
Technics locked Technics — ci 0.88–0.88 · n=410 · 100.0% of resamples held this rank · named in 88% of answers
Bose locked Bose — ci 0.82–0.82 · n=410 · 99.7% of resamples held this rank · named in 66% of answers
Anker locked Anker — ci 0.71–0.76 · n=410 · 96.6% of resamples held this rank · named in 81% of answers
EarFun locked EarFun — ci 0.71–0.76 · n=410 · 96.8% of resamples held this rank · named in 69% of answers
Beats locked Beats — ci 0.65–0.65 · n=410 · 100.0% of resamples held this rank · named in 27% of answers
Nothing firm Nothing — ci 0.47–0.59 · n=410 · 81.0% of resamples held this rank · named in 8% of answers
Sennheiser Momentum contested Sennheiser Momentum — ci 0.41–0.59 · n=410 · 61.7% of resamples held this rank · named in 5% of answers
Sennheiser soft Sennheiser — ci 0.35–0.53 · n=410 · 66.2% of resamples held this rank · named in 5% of answers
CMF unsettled CMF — ci 0.29–0.53 · n=410 · 37.8% of resamples held this rank · named in 4% of answers
Shokz unsettled Shokz — ci 0.29–0.53 · n=410 · 41.9% of resamples held this rank · named in 5% of answers
Bowers & Wilkins contested Bowers & Wilkins — ci 0.18–0.41 · n=410 · 58.4% of resamples held this rank · named in 2% of answers
Jabra contested Jabra — ci 0.06–0.29 · n=410 · 46.4% of resamples held this rank · named in 2% of answers
JBL unsettled JBL — ci 0.00–0.29 · n=410 · 34.6% of resamples held this rank · named in 1% of answers
Samsung gathering Samsung — gathering data, n=410. No bootstrap interval yet.
JLab gathering JLab — gathering data, n=410. No bootstrap interval yet.
TOZO gathering TOZO — 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

1.00–1.00

Sony

0.94–0.94

Technics

0.88–0.88

Bose

0.82–0.82

Anker

0.71–0.76

EarFun

0.71–0.76

Beats

0.65–0.65

Nothing

0.47–0.59

Sennheiser Momentum

0.41–0.59

Sennheiser

0.35–0.53

CMF

0.29–0.53

Shokz

0.29–0.53

Bowers & Wilkins

0.18–0.41

Jabra

0.06–0.29

JBL

0.00–0.29