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 for small ears

JLab takes the top spot in 100.0% of resamples. Of 13 ranked brands, only 7 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 Earbuds For Small Ears of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…rs?utm=airanks.net349
Best earbuds for small ears in 2026 - SoundGuyswww.soundguys.comsoundguys.com/best-earbuds-for-sma…9/?utm=airanks.net305
The best earbuds for small ears, all tested by a petite-eared audio expert | TechRadarwww.techradar.comtechradar.com/audio/headphones/ear…rs?utm=airanks.net171
Best earbuds for small ears in 2026 - Crutchfieldwww.crutchfield.comcrutchfield.com/learn/best-earbuds…ml?utm=airanks.net76
AirPods Pro 3 - Technical Specifications - Applewww.apple.comapple.com/airpods-pro/specs/?utm=airanks.net59
1MORE ComfoBuds Mini True Wireless Noise Canceling Headphones - 1MOREusa.1more.comusa.1more.com/collections/all/prod…ds?utm=airanks.net49
JLab JBuds Mini True Wireless Bluetooth Earbudswww.jlab.comjlab.com/products/jbuds-mini-true-…ay?utm=airanks.net48
JBuds Mini - Product Support – JLab Supporthelp.jlab.comhelp.jlab.com/pages/jbuds-mini-pro…rt?utm=airanks.net32
Pixel Buds Pro 2 Features, Specs & Clear Callingstore.google.comstore.google.com/us/product/pixel_…cs?utm=airanks.net24

The Ranking, With Its Uncertainty

JLab locked JLab — ci 1.00–1.00 · n=411 · 100.0% of resamples held this rank · named in 97% of answers
Sony locked Sony — ci 0.92–0.92 · n=411 · 99.5% of resamples held this rank · named in 80% of answers
Apple soft Apple — ci 0.75–0.83 · n=411 · 71.9% of resamples held this rank · named in 79% of answers
Anker soft Anker — ci 0.75–0.83 · n=411 · 72.4% of resamples held this rank · named in 69% of answers
1MORE locked 1MORE — ci 0.67–0.67 · n=411 · 100.0% of resamples held this rank · named in 49% of answers
Shokz locked Shokz — ci 0.50–0.58 · n=411 · 96.5% of resamples held this rank · named in 31% of answers
Bose contested Bose — ci 0.33–0.58 · n=411 · 60.4% of resamples held this rank · named in 22% of answers
Beats contested Beats — ci 0.33–0.50 · n=411 · 53.9% of resamples held this rank · named in 16% of answers
JBL firm JBL — ci 0.33–0.50 · n=411 · 81.7% of resamples held this rank · named in 11% of answers
Nothing locked Nothing — ci 0.25–0.25 · n=411 · 97.0% of resamples held this rank · named in 9% of answers
TOZO firm TOZO — ci 0.08–0.17 · n=411 · 94.1% of resamples held this rank · named in 5% of answers
Jabra gathering Jabra — gathering data, n=411. No bootstrap interval yet.
Technics gathering Technics — gathering data, n=411. 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.

JLab

1.00–1.00

Sony

0.92–0.92

Apple

0.75–0.83

Anker

0.75–0.83

1MORE

0.67–0.67

Shokz

0.50–0.58

Bose

0.33–0.58

Beats

0.33–0.50

JBL

0.33–0.50

Nothing

0.25–0.25

TOZO

0.08–0.17