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

PHRASE

Skip to main content

The Question

← all rankings / dataset COBALT

Best single serve coffee maker for ground coffee

Ninja takes the top spot in 100.0% of resamples. 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

Hamilton Beach® The Scoop® Single-Serve Coffee Maker withhamiltonbeach.comhamiltonbeach.com/hamilton-beach-t…df?utm=airanks.net177
Grind & Brew Single-Serve Coffee Maker (DGB-2) | $90 Off! - Cuisinartwww.cuisinart.comcuisinart.com/grind-brew-single-se…ml?utm=airanks.net137
6 Best Single-Serve Coffee Makers of 2026, Tested by Expertswww.goodhousekeeping.comgoodhousekeeping.com/appliances/co…s/?utm=airanks.net103
Ninja® Pods & Grounds Single-Serve Coffee Maker (Stone) Coffee & Tea Makers - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-po…ST?utm=airanks.net95
Premium Single-Serve Coffee Maker (SS-10P1) | $30 Off! - Cuisinartwww.cuisinart.comcuisinart.com/premium-single-serve…ml?utm=airanks.net85
Ninja® Single-Serve Pods & Grounds Specialty Coffee Maker Sage Green Coffee & Tea Makers - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-si…SG?utm=airanks.net72
4 Best Single-Serve Coffeemakers 2026 Reviewed | Food Networkwww.foodnetwork.comfoodnetwork.com/how-to/packages/sh…rs?utm=airanks.net66
Single Cup Coffee Maker: Best One Cup Coffee Maker - Moccamaster USAus.moccamaster.comus.moccamaster.com/products/cup-one?utm=airanks.net59
Ninja® Single-Serve Pods & Grounds Specialty Coffee Maker Black Coffee & Tea Makers - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-pb…51?utm=airanks.net55
Premium Single-Serve Coffee Maker (SS-10P1) | $89.96 Off! - Cuisinartwww.cuisinart.comcuisinart.com/premium-single-serve…ml?utm=airanks.net42

The Ranking, With Its Uncertainty

Ninja locked Ninja — ci 1.00–1.00 · n=401 · 100.0% of resamples held this rank · named in 80% of answers
Cuisinart firm Cuisinart — ci 0.78–0.89 · n=401 · 93.1% of resamples held this rank · named in 69% of answers
Hamilton Beach firm Hamilton Beach — ci 0.78–0.89 · n=401 · 93.1% of resamples held this rank · named in 59% of answers
Technivorm soft Technivorm — ci 0.56–0.67 · n=401 · 68.2% of resamples held this rank · named in 17% of answers
Keurig soft Keurig — ci 0.56–0.67 · n=401 · 68.2% of resamples held this rank · named in 24% of answers
AeroPress firm AeroPress — ci 0.22–0.44 · n=401 · 80.4% of resamples held this rank · named in 3% of answers
OXO unsettled OXO — ci 0.00–0.44 · n=401 · 38.3% of resamples held this rank · named in 2% of answers
Breville unsettled Breville — ci 0.00–0.44 · n=401 · 34.7% of resamples held this rank · named in 2% of answers
De'Longhi gathering De'Longhi — gathering data, n=401. No bootstrap interval yet.
Instant Pot gathering Instant Pot — gathering data, n=401. 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

Cuisinart

0.78–0.89

Hamilton Beach

0.78–0.89

Technivorm

0.56–0.67

Keurig

0.56–0.67

AeroPress

0.22–0.44

OXO

0.00–0.44

Breville

0.00–0.44

8 of 10 brands measured · 12 dominance edges · 4 rungs · 5 pairs the data does not separate