Get your industry’s AI rankings every Monday. Track it →
Found
/
The List
/
Coffee
/

Assembly Coffee

Assembly Coffee

AI visibility and ranking for Coffee: United Kingdom

Coffee roaster based in Brixton, London.

Assembly Coffee
appears in
7.9
% of measured AI answers in this industry and market.

Found score

Track Assembly Coffee’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 4, 2026

Updated

October 4, 2026

Latest scan visibility

6.0

October 4, 2026

Overall visibility

7.9

21 August 2026 – 4 October 2026 (scans 1–8)

Industry rank

6

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Assembly Coffee's single-scan score moved from 8.0% to 6.0%, down 2.0 percentage points. Latest recorded scan 6.0% on 4 October 2026; combined-window score 7.9%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 7.9% over 21 August 2026 – 4 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20268.0%
24 August 20268.0%
30 August 20268.0%
6 September 20268.4%
13 September 20268.9%
20 September 20268.4%
27 September 20267.6%
4 October 20266.0%

Latest scan = one scan. Overall visibility = all answers in the published window.

Visibility across AI platforms

Share of answers naming this brand

Chat GPT logo

ChatGPT

10.0%

Perplexity Logo

Perplexity

10.2%

Google logo with a multicolored capital G in blue, red, yellow, and green.

AI Overviews

3.5%

21 August 2026 – 4 October 2026 (scans 1–8)

Claude LogoDeep Seek LogoGrok Logo

See insights from more platforms.

Track your brand everywhere its mentioned with Lift.

Explore Lift →

Perplexity names Assembly Coffee most often.

It appears in 10.2% of collected Perplexity answers and 3.5% of Google AI Overviews answers: a difference of 6.7 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 60 of 150 questions.

Assembly Coffee appears in at least one collected answer to 40.0% of the tracked questions. That is question coverage; the 7.9% visibility score measures its share of individual answers.

Across 8 published scans, visibility ranged from 6.0% to 8.9%. The latest scan was 6.0% on 4 October 2026. Individual scan scores and the published-window score describe different samples.

How this brand compares.

View the full industry list

Industry list

In the same market.

Compare brands using the same question set and published window.

21 August 2026 – 4 October 2026 (scans 1–8)

Named in the sample

Prompts that surface this brand

The brand is named in at least one collected answer to each of these questions.

  • Best B Corp coffee UK
  • Best British coffee brands
  • Best British grown coffee beans
  • Best Nespresso compatible pods UK
  • Best award winning coffee roasters UK
  • Best beans for automatic coffee machine UK

Examples from the published question set. A mention on one platform does not mean every platform names the brand.

Other brands in these answers

Prompts that surface other brands

Different shopping needs can bring other brands into view. An absence here does not necessarily signal a problem.

  • Best coffee subscription deals UK (Rave Coffee, Pact Coffee, Origin Coffee)
  • Best fresh roasted coffee beans UK (Origin Coffee, Rave Coffee, Square Mile Coffee Roasters)
  • Best online coffee roasters UK (Square Mile Coffee Roasters, Origin Coffee, Rave Coffee)
  • Which coffee brands are worth buying on Black Friday UK (Grind, Clifton Coffee Roasters, Rave Coffee)
  • Best coffee subscription UK (Lost Sheep Coffee, Kiss the Hippo, Volcano Coffee Works)
  • Best biodegradable coffee pods UK (Grind, Kiss the Hippo, Volcano Coffee Works)

Competitor names are shown where they appear in the collected examples.

Recorded AI questions and answers

Recorded examples from the scan. Each card pairs a shopper’s prompt with an excerpt from the AI response.

Google AI Overviews

The question asked

Which British coffee roasters are actually good

From the recorded answer

Assembly Coffee (London): Operating out of a historic Brixton fire station, they are recognized for precision sourcing, technological consistency, and high-end specialty microlots.[]( …
Read recorded answer

Recorded answer text · Google AI Overviews · 4 October 2026

Some of the best and most respected British specialty coffee roasters include Square Mile Coffee Roasters, Origin Coffee Roasters, and Horsham Coffee Roaster.

### Top British Coffee Roasters

- Square Mile Coffee Roasters (London): Co-founded by World Barista Champion James Hoffmann, this East London pioneer is famous for setting high standards in flavor clarity and origin expression. Their signature Red Brick espresso blend is an industry staple. - Origin Coffee Roasters (Cornwall & London): Renowned for transparent direct-trade sourcing and consistency. According to user and expert reviews on BBC Good Food, their Resolute blend is exceptionally smooth and balanced for milk-based coffees. - Horsham Coffee Roaster (West Sussex): Praised by specialty coffee drinkers for offering incredible single-origin variety, organic options, and great value through their flexible subscription service. - Coaltown Coffee Roasters (Ammanford, Wales): A B Corp-certified roaster based in a former mining village that focuses on rich, full-bodied espresso profiles like Black Gold No3 while supporting local community regeneration. - Assembly Coffee (London): Operating out of a historic Brixton fire station, they are recognized for precision sourcing, technological consistency, and high-end specialty microlots.

If you let me know your preferred brewing method (espresso, cafetière, filter, or pod machine) and flavor profile (dark and chocolatey versus light and fruity), I can recommend a specific bag to try.

ChatGPT

The question asked

Best coffee roasters UK

From the recorded answer

3. Assembly Coffee - precision and clarity* …
Read recorded answer

Recorded answer text · ChatGPT · 4 October 2026

If you mean specialty coffee roasters, the UK scene is excellent-and much broader than London. Current 2026 directories list hundreds of independent roasters, with particularly strong scenes in London, Scotland, the South West, and the North of England. www.balancejournal.coroasters.barist.app

### 🇬🇧 My UK shortlist

| Roaster | Where | Best for | |---|---|---| | Square Mile Coffee Roasters | London | Best all-rounder | | Quarter Horse Coffee Roasters | Worcestershire | Balanced, modern specialty coffee | | 47 Degrees Coffee | Nottinghamshire | Small-roaster quality | | Unorthodox Roasters | Stirling | Scottish specialty | | Podda & Wren Coffee Roasters | Kendal | Excellent northern option | | Salford Roasters | Manchester | Manchester/North West | | Stay High Coffee Roasters | London | Experimental, contemporary coffees | | 200 Degrees Coffee Roastery | Nottingham | Accessible specialty / good everyday coffee |

### The big names I'd start with

1. Square Mile - safest first order Founded in 2008 by Anette Moldvaer and James Hoffmann, Square Mile is one of the UK's foundational modern specialty roasters. Their focus is seasonal coffees, precise roasting and long-term sourcing relationships. shop.squaremilecoffee.com Square Mile Coffee Roasters

2. Origin Coffee - superb for both espresso and filter Cornwall-based Origin has been operating since 2004 and has a particularly strong reputation for sourcing, producer relationships and relatively light roasting. It's also B Corp certified. www.origincoffee.co.uk Origin Coffee

3. Assembly Coffee - precision and clarity Brixton-based Assembly is a great choice if you like clean, elegant coffees and modern light roasting. Their current range includes some seriously interesting single-origin lots. assemblycoffee.co.uk Assembly Coffee

4. Colonna Coffee - for the coffee nerds Bath's Colonna is particularly interesting if you enjoy unusual processing, experimental coffees and competition-level brewing. Its roastery grew out of Colonna & Small's, which began in Bath in 2009. colonnacoffee.com Colonna Coffee

5. RAVE - excellent value RAVE in Cirencester is one I'd recommend if you want specialty quality without every bag becoming a £25 experiment. They source from 50+ farms across 19 origins and roast/dispatch orders rapidly. ravecoffee.co.uk RAVE Coffee

6. Dark Arts - fun, modern and adventurous East London's Dark Arts is a good counterpoint to the more restrained roasters: colourful branding, unusual coffees and plenty of fruit-forward options. www.darkartscoffee.co.uk Dark Arts Coffee

### ☕ If I were buying three bags

- Everyday espresso: Square Mile - Filter / fruity single-origin: Origin or Assembly - Something unusual: Colonna or Dark Arts

And since you're in Scotland, I'd particularly look at Unorthodox in Stirling and Obadiah in Edinburgh-the Scottish specialty scene is punching well above its weight. Current community rankings put Obadiah among the UK's leading roasters. www.balancejournal.coroasters.barist.app

If you tell me espresso vs V60/filter vs AeroPress, and roughly £10-15 / £15-20 / £20+ per 250g, I can narrow this to the 5 best bags to order right now.

Perplexity

The question asked

Best coffee beans UK

From the recorded answer

For most UK coffee drinkers, Lavazza Qualità Oro is the best all-rounder: consistent, versatile across brewing methods, and good value. For fresher specialty coffee, consider Balance Coffee Stability Blend, Assembly Coffee House Espresso, or Volcano Coffee Mount Blend.
Read recorded answer

Recorded answer text · Perplexity · 4 October 2026

For most UK coffee drinkers, Lavazza Qualità Oro is the best all-rounder: consistent, versatile across brewing methods, and good value. For fresher specialty coffee, consider Balance Coffee Stability Blend, Assembly Coffee House Espresso, or Volcano Coffee Mount Blend.

| Best for | Recommendation | Why | |---|---|---| | Best overall value | Lavazza Qualità Oro | Smooth, versatile, widely available; about £14/kg in one 2026 comparison. | | Best specialty all-rounder | Balance Stability Blend | Praised for flavour, consistency, and tested purity. | | Espresso machines | Assembly House Espresso | Balanced blend designed for espresso. | | AeroPress/filter | Volcano Mount Blend | Particularly suited to AeroPress brewing. | | Cold brew | Parrot Coffee | Listed as a strong cold-brew option at roughly £9.50 per 250g. | | Single-origin coffee | Rounton Bosque Lya | Recommended as an affordable single-origin choice. | | Classic Italian-style espresso | Pellini Top Originale | A traditional option suitable for bean-to-cup machines. |

Buying tips: choose beans roasted within the past month or two, buy whole beans if possible, and match the roast to your brew method-medium-dark for milk-based espresso, medium or light for filter and AeroPress.

Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.

Your questions. Your market. Your next move.

Track your own prompts with Lift.

Go beyond the public list. Choose questions about your products, competitors and customers, then track how AI answers them over time.

Chat GPT logo

Which running shoes suit wide feet?

Product fit

Perplexity Logo

What are good alternatives to my usual skincare brand?

Comparison

Claude Logo

Which sofa brands deliver to regional Australia?

Market

Deep Seek Logo

Which protein powders contain no dairy?

Product fit

Grok Logo

Is this brand worth the premium?

Brand perception

Chat GPT logo

Which outdoor brands offer repair services?

Purchase intent

Perplexity Logo

What should I compare before buying a home gym?

Discovery

Claude Logo

Which coffee subscription suits a small office?

Audience

Deep Seek Logo

What do shoppers say about this brand’s sizing?

Brand perception

Explore Lift →

Illustrative prompts · tailored to your tracking plan

Pause animation

Found / Brand snapshot

Assembly Coffee

Coffee

21 August 2026 – 4 October 2026 (scans 1–8)

7.9

%

AI visibility

Free industry report

See the bigger picture in your industry

Get the industry report by email. Compare brand rankings and AI platform results in your market, then share the findings with your team.

Industry rankings / Brand visibility / Platform comparisons

Get the free industry report →

A clear measure.
An open method.

Visibility is the share of collected answers that name the brand. Brands in the same industry and market are measured against the same question set.

Published window

285

Answers naming the brand

3598

Answers collected

7.9

AI visibility

Answers naming the brand ÷ all collected answers × 100

01

Ask consistently

The same industry questions across ChatGPT, Perplexity and Google AI Overviews.

02

Record each response

Track brand mentions and positions across the published scans.

03

Compare the same scope

Use the same market, category and measurement window for every comparison.

Read the methodology

This is a sample of AI responses. Answers vary by platform and date; visibility does not measure sales or product quality.

Overall visibility combines answers within the published dates. Some market series accumulate scans from launch; others use four-scan cycles. A new cycle changes the scoring window, while individual scan history is retained. Compare the dates and sample sizes before comparing periods.

In the Found by Flux AI Visibility Index, Assembly Coffee ranks #6 among 35 tracked brands for Coffee · United Kingdom (21 August 2026 – 4 October 2026). Its visibility is 7.9%. It was named in 285 of 3,598 AI answers across 60 of 150 tracked questions, averaging position 2.6 when mentioned.

Source: Found by Flux · ChatGPT, Perplexity and Google AI Overviews. Visibility measures mentions in this sample, not sales or recommendation quality.

The scores, explained.

The scope, scores and comparisons behind this brand profile.

What is this brand’s AI Visibility Score?

Found by Flux records 7.9% AI visibility for Assembly Coffee in Coffee · United Kingdom, measured over 21 August 2026 – 4 October 2026. It ranks #6 among 35 tracked brands.

How often does AI mention this brand?

Assembly Coffee was named in 285 of 3,598 collected AI answers, across 60 of 150 tracked questions, for Coffee · United Kingdom (21 August 2026 – 4 October 2026). A mention can include a comparison or qualification; it is not necessarily a recommendation.

How is the AI Visibility Score calculated?

Found divides the number of collected answers naming Assembly Coffee by all 3,598 answers in the published Coffee · United Kingdom sample, then multiplies by 100. The same question set is used across ChatGPT, Perplexity and Google AI Overviews. See the Found methodology for the scope and limitations.

Close
Found by Flux
Get the full AI search report
Every shopper question this brand is missing from, the split across ChatGPT, Perplexity and Google AI Overviews, and what is causing the gap.
Where should we send it?
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.