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 single cup coffee maker with grinder

Cuisinart takes the top spot in 100.0% of resamples. Of 9 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

We Tested 100+ Coffee Makers—These Are the Best With Grinderswww.goodhousekeeping.comgoodhousekeeping.com/appliances/co…r/?utm=airanks.net204
Grind & Brew Single-Serve Coffee Maker Parts & Accessories - Cuisinartwww.cuisinart.comcuisinart.com/grind-brew-single-se…ml?utm=airanks.net115
TrueBrew Drip Coffee Makers for Home Brewing | De'Longhiwww.delonghi.comdelonghi.com/en-us/e/truebrew-drip…er?utm=airanks.net113
De'Longhi TrueBrew Automatic Coffee Machine - Black Matte CAM51015B | De'Longhi USwww.delonghi.comdelonghi.com/en-us/p/drip-coffee-m…ml?utm=airanks.net101
6 Best Single-Serve Coffee Makers of 2026, Tested by Expertswww.goodhousekeeping.comgoodhousekeeping.com/appliances/co…s/?utm=airanks.net99
The Grind Control Coffee Machine with Grinder | Breville (US)www.breville.combreville.com/en-us/product/BDC650?utm=airanks.net72
Grind & Brew Single-Serve Coffee Maker (DGB-2) | $90 Off! - Cuisinartwww.cuisinart.comcuisinart.com/grind-brew-single-se…ml?utm=airanks.net57
Cuisinart Grind and Brew Single Serve coffee maker review | Tom's Guidewww.tomsguide.comtomsguide.com/home/cuisinart-grind…ew?utm=airanks.net46
Grind & Brew Single-Serve Coffee Maker - Cuisinartwww.cuisinart.comcuisinart.com/grind-brew-single-se…e=pg%3A38%2Fct%3Ar44
De'Longhi TrueBrew Automatic Coffee Machine - Black Matte CAM51015B | De'Longhi USwww.delonghi.comdelonghi.com/en-us/p/drip-coffee-m…tml?pid=013221800321

The Ranking, With Its Uncertainty

Cuisinart locked Cuisinart — ci 1.00–1.00 · n=411 · 100.0% of resamples held this rank · named in 98% of answers
De'Longhi locked De'Longhi — ci 0.88–0.88 · n=411 · 100.0% of resamples held this rank · named in 65% of answers
Breville locked Breville — ci 0.75–0.75 · n=411 · 100.0% of resamples held this rank · named in 34% of answers
Keurig locked Keurig — ci 0.63–0.63 · n=411 · 100.0% of resamples held this rank · named in 17% of answers
Ninja locked Ninja — ci 0.50–0.50 · n=411 · 100.0% of resamples held this rank · named in 6% of answers
JURA contested JURA — ci 0.00–0.38 · n=411 · 47.5% of resamples held this rank · named in 1% of answers
Philips unsettled Philips — ci 0.00–0.38 · n=411 · 33.7% of resamples held this rank · named in 1% of answers
Nespresso unsettled Nespresso — ci 0.00–0.38 · n=411 · 34.8% of resamples held this rank · named in 1% of answers
AeroPress gathering AeroPress — gathering data, n=411. 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.

Cuisinart

1.00–1.00

De'Longhi

0.88–0.88

Breville

0.75–0.75

Keurig

0.63–0.63

Ninja

0.50–0.50

JURA

0.00–0.38

Philips

0.00–0.38

Nespresso

0.00–0.38

8 of 9 brands measured · 7 dominance edges · 6 rungs · 3 pairs the data does not separate