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 for iced coffee

Ninja takes the top spot in 100.0% of resamples. Of 10 ranked brands, only 5 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

Ninja® DualBrew Hot & Iced Coffee Maker Coffee & Tea Makers - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-du…01?utm=airanks.net165
Ninja Luxe™ Café Premier Series Espresso Machine Drip Coffee Maker & Cold Brew Machine Espresso Machines - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-lu…01?utm=airanks.net80
4 Best Cold Brew Coffee Makers 2026 Reviewed | Food Networkwww.foodnetwork.comfoodnetwork.com/how-to/packages/sh…rs?utm=airanks.net61
28 oz Cold Brew Coffee Maker Brushed Stainless Steel KCM4212SX | KitchenAidwww.kitchenaid.comkitchenaid.com/countertop-applianc…ml?utm=airanks.net56
Ninja Luxe™ Café Pro 4 in 1 Espresso Drip Coffee & Cold Brew Maker With Hot Water Dispenser Espresso Machines - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-lu…01?utm=airanks.net51
5 Best Expert-Tested Cold-Brew Coffee Makers of 2026 - Consumer Reportswww.consumerreports.orgconsumerreports.org/cold-brew-coff…r/?utm=airanks.net44
Ninja® DualBrew Pro Specialty Coffee System Coffee & Tea Makers - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-du…01?utm=airanks.net44

The Ranking, With Its Uncertainty

Ninja locked Ninja — ci 1.00–1.00 · n=402 · 100.0% of resamples held this rank · named in 98% of answers
OXO locked OXO — ci 0.89–0.89 · n=402 · 100.0% of resamples held this rank · named in 84% of answers
Keurig locked Keurig — ci 0.78–0.78 · n=402 · 100.0% of resamples held this rank · named in 41% of answers
Mr. Coffee locked Mr. Coffee — ci 0.66–0.67 · n=402 · 97.5% of resamples held this rank · named in 12% of answers
Breville locked Breville — ci 0.56–0.56 · n=402 · 97.5% of resamples held this rank · named in 6% of answers
Zojirushi gathering Zojirushi — gathering data, n=402. No bootstrap interval yet.
De'Longhi gathering De'Longhi — gathering data, n=402. No bootstrap interval yet.
Philips gathering Philips — gathering data, n=402. No bootstrap interval yet.
Technivorm gathering Technivorm — gathering data, n=402. No bootstrap interval yet.
Cuisinart gathering Cuisinart — gathering data, n=402. 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.

Ninja

1.00–1.00

OXO

0.89–0.89

Keurig

0.78–0.78

Mr. Coffee

0.66–0.67

Breville

0.56–0.56