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 headphones with smart features

Sony takes the top spot in 100.0% of resamples. Of 14 ranked brands, only 6 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

Read Bose Press Release: QuietComfort Ultra Headphones (2nd Gen) Launch | Bosewww.bose.combose.com/pressroom/bose-unveils-th…es?utm=airanks.net140
Explore Galaxy Buds4 Pro | Wireless Earbuds | Samsung USwww.samsung.comsamsung.com/us/audio-sound/galaxy-…o/?utm=airanks.net94
Discover features on your new headphones | Sony USAwww.sony.comsony.com/electronics/support/wirel…88?utm=airanks.net76
The best headphones in 2026: Lab-tested by experts - SoundGuyswww.soundguys.comsoundguys.com/best-headpones-2559/?utm=airanks.net50
Sony WH-1000XM6 Best Wireless Noise Canceling Headphones | WH-1000XM6/S | Sony Electronicselectronics.sony.comelectronics.sony.com/audio/headpho…-s?utm=airanks.net40
AirPods Max 2 - Technical Specifications - Applewww.apple.comapple.com/airpods-max/specs/?utm=airanks.net39
Explore Galaxy Buds4 | Wireless Earbuds | Samsung USwww.samsung.comsamsung.com/us/audio-sound/galaxy-buds4/?utm=airanks.net38

The Ranking, With Its Uncertainty

Sony locked Sony — ci 1.00–1.00 · n=407 · 100.0% of resamples held this rank · named in 97% of answers
Apple locked Apple — ci 0.92–0.92 · n=407 · 100.0% of resamples held this rank · named in 95% of answers
Bose locked Bose — ci 0.85–0.85 · n=407 · 100.0% of resamples held this rank · named in 88% of answers
JBL locked JBL — ci 0.77–0.77 · n=407 · 98.7% of resamples held this rank · named in 10% of answers
Sennheiser Momentum firm Sennheiser Momentum — ci 0.62–0.69 · n=407 · 92.5% of resamples held this rank · named in 7% of answers
Sennheiser firm Sennheiser — ci 0.54–0.69 · n=407 · 91.0% of resamples held this rank · named in 8% of answers
Nothing soft Nothing — ci 0.46–0.62 · n=407 · 66.2% of resamples held this rank · named in 3% of answers
Anker contested Anker — ci 0.38–0.54 · n=407 · 58.4% of resamples held this rank · named in 3% of answers
Beats gathering Beats — gathering data, n=407. No bootstrap interval yet.
Bowers & Wilkins gathering Bowers & Wilkins — gathering data, n=407. No bootstrap interval yet.
CMF gathering CMF — gathering data, n=407. No bootstrap interval yet.
Sonos gathering Sonos — gathering data, n=407. No bootstrap interval yet.
JLab gathering JLab — gathering data, n=407. No bootstrap interval yet.
Jabra gathering Jabra — gathering data, n=407. 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.

Sony

1.00–1.00

Apple

0.92–0.92

Bose

0.85–0.85

JBL

0.77–0.77

Sennheiser Momentum

0.62–0.69

Sennheiser

0.54–0.69

Nothing

0.46–0.62

Anker

0.38–0.54