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

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The Question

← all rankings / dataset COBALT

Best espresso machine with grinder

Breville takes the top spot in 100.0% of resamples. All 5 ranked brands hold positions 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 Express Impress - Assisted Manual Espresso Machine | Breville | Breville (US)www.breville.combreville.com/en-us/product/bes876?utm=airanks.net231
Barista Touch Impress - Beginner-Friendly Espresso Machine | Breville (US)www.breville.combreville.com/en-us/product/BES881?utm=airanks.net210
Barista Pro - Fast Espresso Machine | Breville | Breville (US)www.breville.combreville.com/en-us/product/BES878?utm=airanks.net158
Oracle® Jet - Automatic Coffee Machine | Breville (US)www.breville.combreville.com/en-us/product/BES985?utm=airanks.net93
La Specialista Opera Espresso Machine EC9555M | De'Longhi USwww.delonghi.comdelonghi.com/en-us/p/la-specialist…ml?utm=airanks.net69
Barista Express - All In One Espresso Machine | Breville | Breville (US)www.breville.combreville.com/en-us/product/bes870?utm=airanks.net66
La Specialista Espresso Machine Collection | De'Longhiwww.delonghi.comdelonghi.com/en-us/e/la-specialist…ne?utm=airanks.net53
Ninja Luxe™ Café Premier Series Espresso Machine Drip Coffee Maker & Cold Brew Machine Espresso Machines - Ninjawww.ninjakitchen.comninjakitchen.com/products/ninja-lu…01?utm=airanks.net53
Manual Coffee Machines & Makers | De'Longhi USwww.delonghi.comdelonghi.com/en-us/c/coffee-e-espr…ta?utm=airanks.net43

The Ranking, With Its Uncertainty

Breville locked Breville — ci 1.00–1.00 · n=400 · 100.0% of resamples held this rank · named in 100% of answers
De'Longhi locked De'Longhi — ci 0.75–0.75 · n=400 · 100.0% of resamples held this rank · named in 73% of answers
Ninja locked Ninja — ci 0.50–0.50 · n=400 · 100.0% of resamples held this rank · named in 32% of answers
JURA locked JURA — ci 0.25–0.25 · n=400 · 98.9% of resamples held this rank · named in 4% of answers
Philips locked Philips — ci 0.00–0.00 · n=400 · 98.9% 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.

Breville

1.00–1.00

De'Longhi

0.75–0.75

Ninja

0.50–0.50

JURA

0.25–0.25

Philips

0.00–0.00