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

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The Question

← all rankings / dataset COBALT

Best noise cancelling headphones for babies

JLab takes the top spot — still gathering data (n=2). Of 1 ranked brands, only 0 hold a position we'd call firm.

0
answers sampled
0
brands named
1,000
bootstrap resamples

Who AI Cites For This Question

9 cited pages · bars vs the leader

Baby Earmuffs - Black with Black - Ems for Kids Earmuffsearmuffsforkids.comearmuffsforkids.com/shop/baby-earm…k/?utm=airanks.net1
BANZ® Carewear for Kids. Sensitive Care. Sensible Choice.europe.babybanz.comeurope.babybanz.com/?utm=airanks.net1
Jbuddies Protect - Product Support – JLab Supporthelp.jlab.comhelp.jlab.com/pages/jbuddies-prote…rt?utm=airanks.net1
BANZ® Hear No Blare Earmuffs | Kids Hearing Protection – BANZ® Carewear USAworld.banzworld.comworld.banzworld.com/pages/hear-no-…fs?utm=airanks.net1
Preventing Noise-Induced Hearing Loss | Loud Noises Can Cause Hearing Loss | CDCwww.cdc.govcdc.gov/hearing-loss/prevention/?utm=airanks.net1
Provide Hearing Protection | Noise and Hearing Loss | CDCwww.cdc.govcdc.gov/niosh/noise/prevent/ppe.html?utm=airanks.net1
JLab JBuddies Protect Kids Hearing Protection Earmuffs Navywww.jlab.comjlab.com/products/jbuddies-protect…vy?utm=airanks.net1

The Ranking, With Its Uncertainty

JLab gathering JLab — gathering data, n=2. 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.

insufficient data

0 of 1 brands on this phrase have run enough samples to carry a bootstrap interval. The lattice needs at least two measured intervals before it can show what the data does or doesn't separate.