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.
17Avocado□□□ contested Avocado — ci 0.00–0.13 · n=379 · 48.3% of resamples held this rank · named in 2% of answers
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.
16 of 17 brands measured · 37 dominance edges · 7 rungs · 18 pairs the data does not separate