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 office

Keurig takes the top spot in 100.0% of resamples. Of 8 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

K-2550™ Medium Business Coffee Maker - Plumbed | Keurig Commercialcommercial.keurig.comcommercial.keurig.com/pdp/pdp/Comm…er?utm=airanks.net181
Keurig® K155 OfficePRO® Premier Brewing System | Keurigwww.keurig.comkeurig.com/Commercial-Coffee-Maker…em?utm=airanks.net108
VertuoPlus | Espresso and Coffee Makers | Nespresso USAwww.nespresso.comnespresso.com/us/en/vertuoplus?utm=airanks.net97
K-1550™ Small Business Coffee Maker | Keurig Commercialcommercial.keurig.comcommercial.keurig.com/pdp/Commerci…er?utm=airanks.net65
6 Best Single-Serve Coffee Makers of 2026, Tested by Expertswww.goodhousekeeping.comgoodhousekeeping.com/appliances/co…s/?utm=airanks.net63
The best coffee machines for offices in 2026, tested and reviewed | Popular Sciencewww.popsci.compopsci.com/gear/best-coffee-machin…s/?utm=airanks.net43
K-Supreme Plus® Special Edition Single Serve Coffee Maker | Keurigwww.keurig.comkeurig.com/K-Supreme-Plus%C2%AE-Sp…er?utm=airanks.net41

The Ranking, With Its Uncertainty

Keurig locked Keurig — ci 1.00–1.00 · n=402 · 100.0% of resamples held this rank · named in 100% of answers
Nespresso locked Nespresso — ci 0.86–0.86 · n=402 · 100.0% of resamples held this rank · named in 63% of answers
Ninja locked Ninja — ci 0.71–0.71 · n=402 · 100.0% of resamples held this rank · named in 22% of answers
Breville contested Breville — ci 0.29–0.57 · n=402 · 56.7% of resamples held this rank · named in 2% of answers
Cuisinart contested Cuisinart — ci 0.29–0.57 · n=402 · 53.0% of resamples held this rank · named in 2% of answers
Hamilton Beach gathering Hamilton Beach — gathering data, n=402. No bootstrap interval yet.
De'Longhi gathering De'Longhi — gathering data, n=402. No bootstrap interval yet.
OXO gathering OXO — gathering data, n=402. 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.

Keurig

1.00–1.00

Nespresso

0.86–0.86

Ninja

0.71–0.71

Breville

0.29–0.57

Cuisinart

0.29–0.57