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 espresso machine for office

JURA takes the top spot in 100.0% of resamples. Of 8 ranked brands, only 5 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

Barista Touch Impress - Beginner-Friendly Espresso Machine | Breville (US)www.breville.combreville.com/en-us/product/bes881?utm=airanks.net107
Series 5500 Fully automatic espresso machine EP5544/90 | Philipswww.usa.philips.comusa.philips.com/c-p/EP5544_90/seri…ne?utm=airanks.net80
Professional coffee machine for the workplace and office - JURAus.jura.comus.jura.com/en/professional/coffee…ce?utm=airanks.net70
Franke A600 coffee machine - innovation meets tastewww.franke.comfranke.com/us/en/coffee-systems/pr…ml?utm=airanks.net59
Dinamica Plus Fully Automatic Espresso Machine ECAM38085SB | De'Longhi USwww.delonghi.comdelonghi.com/en-us/p/dinamica-plus…ml?utm=airanks.net54

The Ranking, With Its Uncertainty

JURA locked JURA — ci 1.00–1.00 · n=407 · 100.0% of resamples held this rank · named in 96% of answers
Philips locked Philips — ci 0.71–0.86 · n=407 · 97.2% of resamples held this rank · named in 33% of answers
De'Longhi locked De'Longhi — ci 0.71–0.86 · n=407 · 97.2% of resamples held this rank · named in 31% of answers
Breville locked Breville — ci 0.57–0.57 · n=407 · 99.6% of resamples held this rank · named in 31% of answers
Nespresso locked Nespresso — ci 0.43–0.43 · n=407 · 99.6% of resamples held this rank · named in 15% of answers
Rancilio gathering Rancilio — gathering data, n=407. No bootstrap interval yet.
La Marzocco gathering La Marzocco — gathering data, n=407. No bootstrap interval yet.
Gaggia gathering Gaggia — gathering data, n=407. 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.

JURA

1.00–1.00

Philips

0.71–0.86

De'Longhi

0.71–0.86

Breville

0.57–0.57

Nespresso

0.43–0.43