Overview Leaderboard Methodology
Industry Report

Coffee Equipment Brands

Manufacturers of home and commercial coffee-making hardware such as espresso machines, grinders, and pour-over equipment used by consumers and coffee professionals.

Brands tracked: 30
Brands analyzed: 30
Last updated: 2026-04-23
Model: OpenAI GPT-5
Prompts: 245
Total responses: 15
Top Brand Overall?
1Zpresso
0/100

Highest overall AI Visibility Score in this industry.

LBA Leader?
1Zpresso
0

Highest score on the LBA metric.

Authority Leader?
1Zpresso
0

Highest score on the Authority metric.

TOM Leader?
Breville
96

Highest score on the TOM metric.

Coffee Equipment Brands is an emerging or highly fragmented category

No brand in Coffee Equipment Brands scored above 40 on overall AI visibility. That means AI assistants do not currently recommend specific brands for this category with any consistency. Either the category is too new or too regional for the models to have converged on a default set of answers, or the queries users ask don't lend themselves to brand-specific responses.

Brand Leaderboard All 30 Coffee Equipment Brands brands ranked

Ranked by overall AI Visibility Score (geometric mean of LBA, Authority, and TOM). Click any brand for the full report.

# Brand LBA Authority TOM Overall
1
1Zpresso
1zpresso.coffee
 0
0
6
0
2
AeroPress
aeropress.com
 0
0
17
0
3
Ascaso
ascaso.com
 0
0
0
0
4
Baratza
baratza.com
 0
0
37
0
5
Breville
breville.com
 0
0
96
0
6
Bunn
bunn.com
 0
0
0
0
7
Chemex
chemexcoffeemaker.com
 0
0
11
0
8
Comandante
comandantegrinder.com
 0
0
0
0
9
De'Longhi
delonghi.com
 0
0
0
0
10
ECM
ecm.de
 0
0
53
0
11
Eureka
eureka.co.it
 0
0
4
0
12
Fellow
fellow.app
 0
0
31
0
13
Flair Espresso
flairespresso.com
 0
0
11
0
14
Gaggia
gaggia.com
 0
0
71
0
15
Hario
hario-usa.com
 0
0
28
0
16
Jura
jura.com
 0
0
9
0
17
Kalita
kalitausa.com
 0
0
26
0
18
Keurig
keurig.com
 0
0
0
0
19
La Marzocco
lamarzocco.com
 0
0
69
0
20
Lelit
lelit.com
 0
0
56
0
21
Mahlkönig
mahlkoenig.us
 0
0
15
0
22
Mazzer
mazzer.com
 0
0
3
0
23
Moccamaster
moccamaster.com
 0
0
34
0
24
Nespresso
nespresso.com
 0
0
4
0
25
Nuova Simonelli
nuovasimonelli.it
 0
0
20
0
26
Profitec
profitec-espresso.com
 0
0
58
0
27
Rancilio
ranciliogroup.com
 0
0
86
0
28
Rocket Espresso
rocket-espresso.com
 0
0
49
0
29
Timemore
timemore.com
 0
0
23
0
30
Victoria Arduino
victoriaarduino.com
 0
0
1
0

How is this calculated? Methodology

Every brand in this leaderboard is scored against the same set of 245 shared Coffee Equipment Brands prompts. The same prompts, same model, same iterations. So differences in scores reflect actual differences in AI visibility, not differences in measurement.

Overall AI Visibility Score
Geometric mean of LBA, Authority and TOM: (LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
Shared industry prompts
For Authority and TOM, all brands in the industry are scored against the same 245 category prompts (e.g. "best SEO tools for agencies"). This makes brand-to-brand comparisons valid - everyone faces identical inputs. LBA prompts are per-brand because they ask brand-specific questions.
Latent Brand Association (LBA)
5 brand probes + 1 control prompt, each run 5 times in recall mode (no web search). LBA = quality × meta × stability × share × recognition × 100. Read the full LBA methodology →
LLM Authority
50 organic category prompts (discovery, comparison, problem and transactional intents), each run once in recall mode and once in retrieval mode. Score = frequency × log-decayed prominence × intent weight, then 50/50 averaged across the two modes. Read the full Authority methodology →
Top of Mind (TOM)
15 high-volume discovery prompts (sourced from Keywords Everywhere search-volume data), each run 5 times in pure recall mode (no web). Score = frequency × (0.5 + 0.5 × log-prominence), volume-weighted. Read the full TOM methodology →