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

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The Question

← all rankings / dataset COBALT

What is the best dishwasher

Bosch takes the top spot — a stable one, at n=27. Of 10 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

Best Dishwashers for 2026, Ranked by Real Repair Datablog.yaleappliance.comblog.yaleappliance.com/best-dishwa…ls?utm=airanks.net9
Best Dishwashers of 2026, Lab-Tested and Reviewed - Consumer Reportswww.consumerreports.orgconsumerreports.org/appliances/dis…1/?utm=airanks.net8
Bosch vs. KitchenAid vs. Miele Dishwashers (2026): Reliability, Wash, Dry, and Priceblog.yaleappliance.comblog.yaleappliance.com/kitchenaid-…rs?utm=airanks.net4
Dishwasher | Energy Efficient and Quiet Dishwashers | Boschwww.bosch-home.combosch-home.com/us/en/category/dish…rs?utm=airanks.net3
The new Miele G 7000 luxury dishwasher series | Learn morewww.mieleusa.commieleusa.com/c/luxury-dishwashers-…tm?utm=airanks.net3

The Ranking, With Its Uncertainty

Bosch stable Bosch — ci 1.00–1.00 · n=27 · named in 89% of answers
Miele stable Miele — ci 0.89–0.89 · n=27 · named in 82% of answers
KitchenAid stable KitchenAid — ci 0.67–0.78 · n=27 · named in 44% of answers
Midea stable Midea — ci 0.44–0.78 · n=27 · named in 26% of answers
LG gathering LG — gathering data, n=27. No bootstrap interval yet.
Whirlpool gathering Whirlpool — gathering data, n=27. No bootstrap interval yet.
GE gathering GE — gathering data, n=27. No bootstrap interval yet.
Frigidaire gathering Frigidaire — gathering data, n=27. No bootstrap interval yet.
Fisher & Paykel gathering Fisher & Paykel — gathering data, n=27. No bootstrap interval yet.
Maytag gathering Maytag — 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

0.89–0.89

KitchenAid

0.67–0.78

Midea

0.44–0.78