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

PHRASE

Skip to main content

The Question

← all rankings / dataset COBALT

Best headphones for motorcycle riding

JBL takes the top spot in 100.0% of resamples. Of 7 ranked brands, only 4 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

Packtalk Pro: Bluetooth Headset | Cardo Systemscardosystems.comcardosystems.com/products/packtalk-pro?utm=airanks.net255
60S - SENA Motorcycle Mesh Communication System | Sena 60Swww.sena.comsena.com/en-us/60s/60s/?utm=airanks.net145
Packtalk EDGE: Bluetooth Headset | Cardo Systemscardosystems.comcardosystems.com/products/packtalk-edge?utm=airanks.net126
Spirit HD: Bluetooth Headset | Cardo Systemscardosystems.comcardosystems.com/products/spirit-hd?utm=airanks.net97
Shop Shokz OpenRun Pro 2 Best Bone Conduction Headphones for Sportsshokz.comshokz.com/products/openrunpro2?utm=airanks.net83
Freecom 4x: Bluetooth Headset | Cardo Systemscardosystems.comcardosystems.com/products/freecom-4x?utm=airanks.net66
60S - SENA Motorcycle Mesh Communication System | Sena 60Swww.sena.comsena.com/en-us/product/60s/?utm=airanks.net59
Motorcycle Safety: Helmets, Motorists, Road Awareness | NHTSAwww.nhtsa.govnhtsa.gov/road-safety/motorcycles?utm=airanks.net55

The Ranking, With Its Uncertainty

JBL locked JBL — ci 1.00–1.00 · n=404 · 100.0% of resamples held this rank · named in 86% of answers
Shokz locked Shokz — ci 0.83–0.83 · n=404 · 100.0% of resamples held this rank · named in 48% of answers
Bose firm Bose — ci 0.50–0.67 · n=404 · 91.9% of resamples held this rank · named in 18% of answers
Apple firm Apple — ci 0.50–0.67 · n=404 · 91.9% of resamples held this rank · named in 14% of answers
ISOtunes gathering ISOtunes — gathering data, n=404. No bootstrap interval yet.
Sony gathering Sony — gathering data, n=404. No bootstrap interval yet.
Nothing gathering Nothing — gathering data, n=404. 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.

JBL

1.00–1.00

Shokz

0.83–0.83

Bose

0.50–0.67

Apple

0.50–0.67