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 budget

Anker takes the top spot in 82.3% of resamples. Of 14 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

Best budget noise canceling headphones for 2026 - SoundGuyswww.soundguys.comsoundguys.com/best-budget-noise-ca…2/?utm=airanks.net312
The 3 Best Budget Noise Cancelling Headphones of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…s/?utm=airanks.net241
Sony Wireless Noise Canceling Headphone | Black | WH-CH720N/B | Sony Electronicselectronics.sony.comelectronics.sony.com/audio/headpho…-b?utm=airanks.net117
Best cheap noise-canceling headphones | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-chea…es?utm=airanks.net83
Best cheap noise-cancelling headphones 2026: expert-tested recommendations | What Hi-Fi?www.whathifi.comwhathifi.com/best-buys/best-cheap-…es?utm=airanks.net53
CMF Headphone Pro | Audio | Nothing | USus.nothing.techus.nothing.tech/products/cmf-headp…ro?utm=airanks.net50
JBuds Lux ANC Headphones – JLabwww.jlab.comjlab.com/collections/jbuds-lux-anc…es?utm=airanks.net48
Sony Wireless Noise Canceling Headphone | White | WH-CH720N/W | Sony Electronicselectronics.sony.comelectronics.sony.com/audio/headpho…-w?utm=airanks.net47
The 3 Best Budget Noise Cancelling Headphones of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…es?utm=airanks.net38
The 5 Best Noise Cancelling Headphones Under $200 of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…00?utm=airanks.net28

The Ranking, With Its Uncertainty

Anker firm Anker — ci 0.92–1.00 · n=407 · 82.3% of resamples held this rank · named in 99% of answers
JLab firm JLab — ci 0.92–1.00 · n=407 · 82.3% of resamples held this rank · named in 93% of answers
Sony locked Sony — ci 0.85–0.85 · n=407 · 100.0% of resamples held this rank · named in 82% of answers
CMF locked CMF — ci 0.77–0.77 · n=407 · 100.0% of resamples held this rank · named in 37% of answers
Nothing contested Nothing — ci 0.54–0.69 · n=407 · 56.3% of resamples held this rank · named in 15% of answers
OneOdio unsettled OneOdio — ci 0.54–0.69 · n=407 · 41.3% of resamples held this rank · named in 17% of answers
1MORE contested 1MORE — ci 0.46–0.69 · n=407 · 55.7% of resamples held this rank · named in 13% of answers
Bose soft Bose — ci 0.38–0.54 · n=407 · 68.8% of resamples held this rank · named in 13% of answers
Edifier soft Edifier — ci 0.38–0.46 · n=407 · 79.2% of resamples held this rank · named in 8% of answers
EarFun firm EarFun — ci 0.23–0.31 · n=407 · 89.5% of resamples held this rank · named in 4% of answers
JBL soft JBL — ci 0.15–0.31 · n=407 · 67.8% of resamples held this rank · named in 2% of answers
TOZO soft TOZO — ci 0.08–0.23 · n=407 · 70.6% of resamples held this rank · named in 1% of answers
Sennheiser gathering Sennheiser — gathering data, n=407. No bootstrap interval yet.
Beats gathering Beats — 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.

Anker

0.92–1.00

JLab

0.92–1.00

Sony

0.85–0.85

CMF

0.77–0.77

Nothing

0.54–0.69

OneOdio

0.54–0.69

1MORE

0.46–0.69

Bose

0.38–0.54

Edifier

0.38–0.46

EarFun

0.23–0.31

JBL

0.15–0.31

TOZO

0.08–0.23

12 of 14 brands measured · 18 dominance edges · 6 rungs · 12 pairs the data does not separate