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.
15Mr. Coffee··· gathering Mr. Coffee — gathering data, n=410. No bootstrap interval yet.
16Instant Pot··· gathering Instant Pot — gathering data, n=410. 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.
11 of 16 brands measured · 19 dominance edges · 7 rungs · 15 pairs the data does not separate