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

Best coffee maker with k cup combo

Ninja takes the top spot in 100.0% of resamples. All 5 ranked brands hold positions 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

Ninja® DualBrew Pro Specialty Coffee System Coffee & Tea Makers - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-du…01?utm=airanks.net274
Hamilton Beach® FlexBrew® Trio Coffee Makerhamiltonbeach.comhamiltonbeach.com/hamilton-beach-f…df?utm=airanks.net166
K-Duo Plus® Single Serve & Carafe Coffee Maker | Keurigwww.keurig.comkeurig.com/pdp/pdp/Coffee-Makers/H…er?utm=airanks.net114
K-Duo® Hot & Iced Single Serve & Carafe Coffee Maker (Gen 2) | Keurigwww.keurig.comkeurig.com/K-Duo%C2%AE-Hot-%26-Ice…n2?utm=airanks.net65
2-in-1 Coffee Maker: Single-Serve, Drip, Hot/Iced | $20 Off! - Cuisinartwww.cuisinart.comcuisinart.com/coffee-center-2-in-1…ml?utm=airanks.net64
K-Duo Plus® Single Serve & Carafe Coffee Maker | Keurigwww.keurig.comkeurig.com/home-coffee-makers/k-du…er?utm=airanks.net63
K-Duo® Hot & Iced Single Serve & Carafe Coffee Maker (Gen 2) | Keurigwww.keurig.comkeurig.com/p/K-Duo-hot-and-iced-Si…n2?utm=airanks.net61
We Found the Best Dual Coffee Makers That Do It Allwww.goodhousekeeping.comgoodhousekeeping.com/appliances/co…r/?utm=airanks.net52
K-Duo Plus® Single Serve & Carafe Coffee Maker | Keurigwww.keurig.comkeurig.com/p/K-Duo-Plus-Single-Ser…er?utm=airanks.net44
K-Duo Plus® Single Serve & Carafe Coffee Maker | Keurigwww.keurig.comkeurig.com/pdp/Coffee-Makers/Home-…er?utm=airanks.net34

The Ranking, With Its Uncertainty

Ninja locked Ninja — ci 1.00–1.00 · n=401 · 100.0% of resamples held this rank · named in 93% of answers
Keurig locked Keurig — ci 0.75–0.75 · n=401 · 100.0% of resamples held this rank · named in 99% of answers
Hamilton Beach locked Hamilton Beach — ci 0.50–0.50 · n=401 · 100.0% of resamples held this rank · named in 72% of answers
Cuisinart locked Cuisinart — ci 0.25–0.25 · n=401 · 100.0% of resamples held this rank · named in 41% of answers
Nespresso locked Nespresso — ci 0.00–0.00 · n=401 · 100.0% of resamples held this rank · named in 12% 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.

Ninja

1.00–1.00

Keurig

0.75–0.75

Hamilton Beach

0.50–0.50

Cuisinart

0.25–0.25

Nespresso

0.00–0.00