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 serve coffee maker no pods

Hamilton Beach takes the top spot in 100.0% of resamples. Of 14 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

Hamilton Beach® The Scoop® Single-Serve Coffee Maker withhamiltonbeach.comhamiltonbeach.com/hamilton-beach-t…df?utm=airanks.net274
Single Cup Coffee Maker: Best One Cup Coffee Maker - Moccamaster USAus.moccamaster.comus.moccamaster.com/products/cup-one?utm=airanks.net169
Grind & Brew Single-Serve Coffee Maker Parts & Accessories - Cuisinartwww.cuisinart.comcuisinart.com/grind-brew-single-se…ml?utm=airanks.net140
Grind & Brew Single-Serve Coffee Maker (DGB-2) | $90 Off! - Cuisinartwww.cuisinart.comcuisinart.com/grind-brew-single-se…ml?utm=airanks.net50
Grind & Brew Single Serve Coffee Maker Parts & Accessories - Cuisinartwww.cuisinart.comcuisinart.com/grind-brew-single-se…ml?utm=airanks.net44
De'Longhi TrueBrew Automatic Coffee Machine - Black Matte CAM51015B | De'Longhi USwww.delonghi.comdelonghi.com/en-us/p/drip-coffee-m…ml?utm=airanks.net35
The Best Single-Serve Coffee Maker for All the Pod People Out There (2026) | Bon Appétitwww.bonappetit.combonappetit.com/story/best-single-s…er?utm=airanks.net31
Hamilton Beach FAQshamiltonbeach.comhamiltonbeach.com/frequently-asked…ns?utm=airanks.net25
TrueBrew Drip Coffee Makers for Home Brewing | De'Longhiwww.delonghi.comdelonghi.com/en-us/e/truebrew-drip…er?utm=airanks.net22
Pour-Over Coffee Maker with Water Tank | OXO Good Gripswww.oxo.comoxo.com/more-oxo/pour-over-coffee-…ml?utm=airanks.net21

The Ranking, With Its Uncertainty

Hamilton Beach locked Hamilton Beach — ci 1.00–1.00 · n=399 · 100.0% of resamples held this rank · named in 83% of answers
Technivorm locked Technivorm — ci 0.85–0.92 · n=399 · 96.6% of resamples held this rank · named in 55% of answers
Cuisinart locked Cuisinart — ci 0.85–0.92 · n=399 · 96.6% of resamples held this rank · named in 64% of answers
Ninja soft Ninja — ci 0.61–0.77 · n=399 · 66.4% of resamples held this rank · named in 17% of answers
OXO unsettled OXO — ci 0.54–0.77 · n=399 · 36.7% of resamples held this rank · named in 16% of answers
De'Longhi unsettled De'Longhi — ci 0.54–0.77 · n=399 · 35.4% of resamples held this rank · named in 16% of answers
AeroPress soft AeroPress — ci 0.54–0.69 · n=399 · 69.6% of resamples held this rank · named in 13% of answers
Keurig firm Keurig — ci 0.38–0.46 · n=399 · 91.2% of resamples held this rank · named in 3% of answers
Breville soft Breville — ci 0.23–0.46 · n=399 · 70.4% of resamples held this rank · named in 2% of answers
Melitta contested Melitta — ci 0.08–0.38 · n=399 · 56.7% of resamples held this rank · named in 1% of answers
Mr. Coffee gathering Mr. Coffee — gathering data, n=399. No bootstrap interval yet.
Fellow gathering Fellow — gathering data, n=399. No bootstrap interval yet.
Instant Pot gathering Instant Pot — gathering data, n=399. No bootstrap interval yet.
Nespresso gathering Nespresso — gathering data, n=399. 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.

Hamilton Beach

1.00–1.00

Technivorm

0.85–0.92

Cuisinart

0.85–0.92

Ninja

0.61–0.77

OXO

0.54–0.77

De'Longhi

0.54–0.77

AeroPress

0.54–0.69

Keurig

0.38–0.46

Breville

0.23–0.46

Melitta

0.08–0.38

10 of 14 brands measured · 22 dominance edges · 4 rungs · 10 pairs the data does not separate