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 reddit

Sony takes the top spot in 100.0% of resamples. Of 10 ranked brands, only 8 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

Bose QuietComfort Ultra Headphones (second gen) vs Sony WH1000Xm6, the Blind Comparison : r/bosewww.reddit.comreddit.com/r/bose/comments/1obux0x…s/?utm=airanks.net135
Best ANC headphones for Apple users: AirPods Max 2 vs Sony WH-1000XM6 vs Bose QC Ultra 2 : r/bosewww.reddit.comreddit.com/r/bose/comments/1swlzq0…2/?utm=airanks.net73
The 5 Best Noise Cancelling Headphones of 2026 - RTINGS.comwww.rtings.comrtings.com/headphones/reviews/best…ng?utm=airanks.net62
Should I buy Airpods Max 2's or Sony WH-1000XM6? : r/HeadphoneAdvicewww.reddit.comreddit.com/r/HeadphoneAdvice/comme…6/?utm=airanks.net57
Advice for the best ANC headphones for comfortable long wear?www.reddit.comreddit.com/r/HeadphoneAdvice/comme…r/?utm=airanks.net41
Which one should I return? (XM6 vs. Bose QC Ultra Gen 2)www.reddit.comreddit.com/r/SonyHeadphones/commen…a/?utm=airanks.net39

The Ranking, With Its Uncertainty

Sony locked Sony — ci 1.00–1.00 · n=412 · 100.0% of resamples held this rank · named in 98% of answers
Bose locked Bose — ci 0.89–0.89 · n=412 · 100.0% of resamples held this rank · named in 100% of answers
Apple locked Apple — ci 0.78–0.78 · n=412 · 100.0% of resamples held this rank · named in 65% of answers
Anker locked Anker — ci 0.67–0.67 · n=412 · 100.0% of resamples held this rank · named in 52% of answers
Sennheiser firm Sennheiser — ci 0.44–0.56 · n=412 · 80.2% of resamples held this rank · named in 34% of answers
Sennheiser Momentum firm Sennheiser Momentum — ci 0.44–0.56 · n=412 · 80.2% of resamples held this rank · named in 26% of answers
Beats firm Beats — ci 0.22–0.33 · n=412 · 94.1% of resamples held this rank · named in 2% of answers
Bowers & Wilkins firm Bowers & Wilkins — ci 0.11–0.33 · n=412 · 88.7% of resamples held this rank · named in 2% of answers
1MORE gathering 1MORE — gathering data, n=412. No bootstrap interval yet.
JBL gathering JBL — gathering data, n=412. 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

0.89–0.89

Apple

0.78–0.78

Anker

0.67–0.67

Sennheiser

0.44–0.56

Sennheiser Momentum

0.44–0.56

Beats

0.22–0.33

Bowers & Wilkins

0.11–0.33