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 long battery life

Anker takes the top spot in 100.0% of resamples. Of 18 ranked brands, only 5 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

soundcore Liberty 5 | Noise-Cancelling Earbuds with Dolby 3D Audiowww.soundcore.comsoundcore.com/products/a3957-liber…ds?utm=airanks.net100
JBL Live Beam 3 | True wireless noise-cancelling closed-stick earbudswww.jbl.comjbl.com/LIVEBEAM3.html?utm=airanks.net96
Powerbeats Pro 2 – Wireless Sport Earbuds with Ear Hooks - Beats - Jet Blackwww.beatsbydre.combeatsbydre.com/us/earbuds/powerbea…ge?utm=airanks.net64
World’s toughest earbuds with new plug & play smart case* | Jabra Elite 8 Active Gen 2www.jabra.comjabra.com/bluetooth-headsets/jabra…-2?utm=airanks.net61
The 7 Best Wireless Earbuds of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ds?utm=airanks.net40
JLab Epic Lab Edition True Wireless Earbudswww.jlab.comjlab.com/products/epic-lab-edition…ck?utm=airanks.net40

The Ranking, With Its Uncertainty

Anker locked Anker — ci 1.00–1.00 · n=409 · 100.0% of resamples held this rank · named in 83% of answers
JBL soft JBL — ci 0.88–0.94 · n=409 · 69.9% of resamples held this rank · named in 38% of answers
Technics soft Technics — ci 0.88–0.94 · n=409 · 68.5% of resamples held this rank · named in 55% of answers
JLab locked JLab — ci 0.82–0.88 · n=409 · 95.3% of resamples held this rank · named in 30% of answers
Beats firm Beats — ci 0.71–0.76 · n=409 · 88.8% of resamples held this rank · named in 40% of answers
Jabra firm Jabra — ci 0.71–0.76 · n=409 · 90.5% of resamples held this rank · named in 34% of answers
Sony locked Sony — ci 0.65–0.65 · n=409 · 99.9% of resamples held this rank · named in 20% of answers
EarFun soft EarFun — ci 0.47–0.59 · n=409 · 71.1% of resamples held this rank · named in 7% of answers
Apple contested Apple — ci 0.47–0.59 · n=409 · 61.0% of resamples held this rank · named in 11% of answers
Audio-Technica contested Audio-Technica — ci 0.41–0.59 · n=409 · 46.7% of resamples held this rank · named in 2% of answers
CMF contested CMF — ci 0.41–0.53 · n=409 · 57.6% of resamples held this rank · named in 3% of answers
Nothing contested Nothing — ci 0.18–0.35 · n=409 · 60.9% of resamples held this rank · named in 2% of answers
Shokz gathering Shokz — gathering data, n=409. No bootstrap interval yet.
Master & Dynamic gathering Master & Dynamic — gathering data, n=409. No bootstrap interval yet.
Skullcandy gathering Skullcandy — gathering data, n=409. No bootstrap interval yet.
Sennheiser gathering Sennheiser — gathering data, n=409. No bootstrap interval yet.
Sennheiser Momentum gathering Sennheiser Momentum — gathering data, n=409. No bootstrap interval yet.
TOZO gathering TOZO — gathering data, n=409. 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

JBL

0.88–0.94

Technics

0.88–0.94

JLab

0.82–0.88

Beats

0.71–0.76

Jabra

0.71–0.76

Sony

0.65–0.65

EarFun

0.47–0.59

Apple

0.47–0.59

Audio-Technica

0.41–0.59

CMF

0.41–0.53

Nothing

0.18–0.35