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

What is the best quiet dishwasher

Bosch takes the top spot — a stable one, at n=27. Of 6 ranked brands, only 2 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

The Ranking, With Its Uncertainty

Bosch stable Bosch — ci 1.00–1.00 · n=27 · named in 85% of answers
Miele stable Miele — ci 0.60–0.80 · n=27 · named in 44% of answers
GE toss-up GE — ci 0.00–0.60 · n=27 · named in 22% of answers
LG gathering LG — gathering data, n=27. No bootstrap interval yet.
KitchenAid toss-up KitchenAid — ci 0.00–0.60 · n=27 · named in 22% of answers
Samsung gathering Samsung — gathering data, n=27. 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.

Bosch

1.00–1.00

Miele

0.60–0.80

GE

0.00–0.60

KitchenAid

0.00–0.60