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 noise cancelling headphones tips

Sony takes the top spot in 100.0% of resamples. Of 13 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

The 5 Best Noise Cancelling Headphones of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ng?utm=airanks.net301
The best noise-canceling headphones of 2026: Tested and reviewed | Tom's Guidewww.tomsguide.comtomsguide.com/us/best-noise-cancel…ml?utm=airanks.net59
Shop Bose QuietComfort Ultra Headphones (2nd Gen) | Bosewww.bose.combose.com/p/headphones/bose-quietco…ml?utm=airanks.net53
Sony WH-1000XM6 Best Wireless Noise Canceling Headphones | WH-1000XM6/S | Sony Electronicselectronics.sony.comelectronics.sony.com/audio/headpho…-s?utm=airanks.net42
AirPods Max 2 - Technical Specifications - Applewww.apple.comapple.com/airpods-max/specs/?utm=airanks.net38
Provide Hearing Protection | Noise and Hearing Loss | CDCwww.cdc.govcdc.gov/niosh/noise/prevent/ppe.html?utm=airanks.net37
Best noise canceling headphones in 2026 - SoundGuyswww.soundguys.comsoundguys.com/best-noise-cancellin…0/?utm=airanks.net32

The Ranking, With Its Uncertainty

Sony locked Sony — ci 1.00–1.00 · n=411 · 100.0% of resamples held this rank · named in 96% of answers
Bose firm Bose — ci 0.83–0.92 · n=411 · 82.0% of resamples held this rank · named in 98% of answers
Apple firm Apple — ci 0.83–0.92 · n=411 · 82.0% of resamples held this rank · named in 90% of answers
Sennheiser soft Sennheiser — ci 0.67–0.75 · n=411 · 79.3% of resamples held this rank · named in 24% of answers
Anker soft Anker — ci 0.58–0.75 · n=411 · 74.4% of resamples held this rank · named in 20% of answers
Sennheiser Momentum firm Sennheiser Momentum — ci 0.58–0.67 · n=411 · 94.2% of resamples held this rank · named in 14% of answers
JBL contested JBL — ci 0.42–0.50 · n=411 · 60.2% of resamples held this rank · named in 8% of answers
Beats contested Beats — ci 0.42–0.50 · n=411 · 58.3% of resamples held this rank · named in 4% of answers
JLab locked JLab — ci 0.33–0.33 · n=411 · 97.3% of resamples held this rank · named in 3% of answers
Marshall gathering Marshall — gathering data, n=411. No bootstrap interval yet.
Edifier gathering Edifier — gathering data, n=411. No bootstrap interval yet.
1MORE gathering 1MORE — gathering data, n=411. No bootstrap interval yet.
CMF gathering CMF — 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.

Sony

1.00–1.00

Bose

0.83–0.92

Apple

0.83–0.92

Sennheiser

0.67–0.75

Anker

0.58–0.75

Sennheiser Momentum

0.58–0.67

JBL

0.42–0.50

Beats

0.42–0.50

JLab

0.33–0.33