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 small office

Breville takes the top spot in 100.0% of resamples. Of 11 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

Speed Brew Elite | CSB2G | Gray - Coffee Makers - BUNN Retail Siteretail.bunn.comretail.bunn.com/52700.0000?utm=airanks.net131
K-2550™ Medium Business Coffee Maker - Plumbed | Keurig Commercialcommercial.keurig.comcommercial.keurig.com/pdp/pdp/Comm…er?utm=airanks.net126
the Luxe Brewer™ Thermal | Breville (US)www.breville.combreville.com/en-us/product/bdc465?utm=airanks.net126
The best coffee machines for offices in 2026, tested and reviewed | Popular Sciencewww.popsci.compopsci.com/gear/best-coffee-machin…s/?utm=airanks.net113
8-Cup Coffee Makerwww.oxo.comoxo.com/8-cup-coffee-maker.html?utm=airanks.net105
Drip Coffee Maker with Thermal Carafe | Breville (US)www.breville.combreville.com/en-us/product/bdc450?utm=airanks.net72
Technivorm Moccamaster KGBV Select review: Still my favorite coffee maker | Tom's Guidewww.tomsguide.comtomsguide.com/home/coffee-makers/t…ew?utm=airanks.net61
Speed Brew Platinum Thermal - Coffee Makers - BUNN Retail Siteretail.bunn.comretail.bunn.com/55200.0000?utm=airanks.net48
K-2550™ Medium Business Coffee Maker - Pour Over Water Reservoir | Keurig Commercialcommercial.keurig.comcommercial.keurig.com/pdp/Commerci…er?utm=airanks.net38
What are the differences between Moccamaster brewer models? – Moccamaster USAsupport.moccamaster.comsupport.moccamaster.com/hc/en-us/a…ls?utm=airanks.net35

The Ranking, With Its Uncertainty

Breville locked Breville — ci 1.00–1.00 · n=401 · 100.0% of resamples held this rank · named in 63% of answers
Keurig firm Keurig — ci 0.80–0.90 · n=401 · 89.4% of resamples held this rank · named in 82% of answers
OXO firm OXO — ci 0.80–0.90 · n=401 · 89.4% of resamples held this rank · named in 42% of answers
Technivorm locked Technivorm — ci 0.70–0.70 · n=401 · 100.0% of resamples held this rank · named in 47% of answers
Cuisinart soft Cuisinart — ci 0.50–0.60 · n=401 · 65.0% of resamples held this rank · named in 11% of answers
Ninja soft Ninja — ci 0.50–0.60 · n=401 · 65.0% of resamples held this rank · named in 9% of answers
Philips soft Philips — ci 0.30–0.40 · n=401 · 75.8% of resamples held this rank · named in 4% of answers
Bonavita contested Bonavita — ci 0.10–0.40 · n=401 · 56.8% of resamples held this rank · named in 1% of answers
Zojirushi gathering Zojirushi — gathering data, n=401. No bootstrap interval yet.
Nespresso gathering Nespresso — gathering data, n=401. No bootstrap interval yet.
Fellow gathering Fellow — 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.

Breville

1.00–1.00

Keurig

0.80–0.90

OXO

0.80–0.90

Technivorm

0.70–0.70

Cuisinart

0.50–0.60

Ninja

0.50–0.60

Philips

0.30–0.40

Bonavita

0.10–0.40

8 of 11 brands measured · 10 dominance edges · 5 rungs · 3 pairs the data does not separate