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 plastic

AeroPress takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 3 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

aeropress.comaeropress.comaeropress.com/products/aeropress-c…el?utm=airanks.net201
Plastic-Free Single Serve Coffee Maker | Swirl Brewerwww.couleecoffee.comcouleecoffee.com/products/the-coul…rl?utm=airanks.net160
What materials go into making AeroPress Steel?help.aeropress.comhelp.aeropress.com/en-US/what-mate…36?utm=airanks.net90
Single Cup Coffee Maker: Best One Cup Coffee Maker - Moccamaster USAus.moccamaster.comus.moccamaster.com/products/cup-one?utm=airanks.net43
Melitta® 1-Cup Porcelain Coffee Pour-Over | Official Site – Melitta USAshoponline.melitta.comshoponline.melitta.com/products/1-…er?utm=airanks.net39
V60 Ceramic Coffee Dripper 01 Classic Colors – Hario USAwww.hario-usa.comhario-usa.com/products/v60-ceramic…01?utm=airanks.net39
Plastic-Free Coffee Brewer – Simply Good Coffeesimplygoodcoffee.comsimplygoodcoffee.com/products/the-…ee?utm=airanks.net33
The 9 Best Non-Toxic Coffee Makers in 2026 - For a Cleaner, Health-Conscious Kitchenwww.homesandgardens.comhomesandgardens.com/buying-guides/…rs?utm=airanks.net29
V60 Ceramic Coffee Dripper 02 - New Colors – Hario USAwww.hario-usa.comhario-usa.com/products/v60-coffee-…ic?utm=airanks.net28
AeroPress Premium Coffee Maker | Glass and Metal Coffee Makeraeropress.comaeropress.com/products/aeropress-c…um?utm=airanks.net22

The Ranking, With Its Uncertainty

AeroPress locked AeroPress — ci 1.00–1.00 · n=399 · 100.0% of resamples held this rank · named in 75% of answers
Melitta firm Melitta — ci 0.75–0.88 · n=399 · 94.3% of resamples held this rank · named in 15% of answers
Technivorm contested Technivorm — ci 0.63–0.88 · n=399 · 63.1% of resamples held this rank · named in 14% of answers
Keurig soft Keurig — ci 0.63–0.75 · n=399 · 66.8% of resamples held this rank · named in 15% of answers
Nespresso firm Nespresso — ci 0.38–0.50 · n=399 · 90.4% of resamples held this rank · named in 8% of answers
De'Longhi soft De'Longhi — ci 0.13–0.50 · n=399 · 72.0% of resamples held this rank · named in 3% of answers
Chemex unsettled Chemex — ci 0.00–0.38 · n=399 · 34.1% of resamples held this rank · named in 2% of answers
Fellow unsettled Fellow — ci 0.00–0.38 · n=399 · 28.1% of resamples held this rank · named in 1% of answers
Hamilton Beach unsettled Hamilton Beach — ci 0.00–0.38 · n=399 · 35.3% of resamples held this rank · named in 2% 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.

AeroPress

1.00–1.00

Melitta

0.75–0.88

Technivorm

0.63–0.88

Keurig

0.63–0.75

Nespresso

0.38–0.50

De'Longhi

0.13–0.50

Chemex

0.00–0.38

Fellow

0.00–0.38

Hamilton Beach

0.00–0.38

9 of 9 brands measured · 18 dominance edges · 3 rungs · 13 pairs the data does not separate