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Difference Coffee

Difference Coffee

AI visibility and ranking for Coffee: United Kingdom

Specialist in ultra-premium and rare-lot coffees.

Difference Coffee
appears in
0.1
% of measured AI answers in this industry and market.

Found score

Track Difference Coffee’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 18, 2026

Updated

October 18, 2026

Latest scan visibility

0.2

October 18, 2026

Overall visibility

0.1

21 August 2026 – 18 October 2026 (scans 1–10)

Industry rank

34

Within this industry and market

Published scan history

Across 10 recorded scans from 21 August 2026 to 18 October 2026, Difference Coffee's single-scan score moved from 0.0% to 0.2%, up 0.2 percentage points. Latest recorded scan 0.2% on 18 October 2026; combined-window score 0.1%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.1% over 21 August 2026 – 18 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20260.0%
24 August 20260.0%
30 August 20260.2%
6 September 20260.0%
13 September 20260.0%
20 September 20260.2%
27 September 20260.0%
4 October 20260.0%
11 October 20260.2%
18 October 20260.2%

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

0.2%

Perplexity Logo

Perplexity

0.1%

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

AI Overviews

0.0%

21 August 2026 – 18 October 2026 (scans 1–10)

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ChatGPT names Difference Coffee most often.

It appears in 0.2% of collected ChatGPT answers and 0.0% of Google AI Overviews answers: a difference of 0.2 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 2 of 150 questions.

Difference Coffee appears in at least one collected answer to 1.3% of the tracked questions. That is question coverage; the 0.1% visibility score measures its share of individual answers.

Across 10 published scans, visibility ranged from 0.0% to 0.2%. The latest scan was 0.2% on 18 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 – 18 October 2026 (scans 1–10)

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 specialty coffee pods UK
  • Best sustainable coffee brands 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 roasters UK (Square Mile Coffee Roasters, Origin Coffee, Assembly Coffee)
  • Best small batch coffee roasters UK (Small Batch Coffee Roasters, Dark Arts Coffee, Assembly Coffee)
  • Best online coffee roasters UK (Square Mile Coffee Roasters, Origin Coffee, Rave Coffee)
  • Best specialty coffee roasters UK (Square Mile Coffee Roasters, Origin Coffee, Assembly Coffee)
  • Best British coffee brands (Kiss the Hippo, Square Mile Coffee Roasters, Origin Coffee)
  • Best award winning coffee roasters UK (Origin Coffee, Assembly Coffee, Square Mile Coffee Roasters)

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.

ChatGPT

The question asked

Best specialty coffee pods UK

From the recorded answer

!Brazil Yellow Bourbon Coffee Pods, Daterra Single Estate, Nespresso Compatible | Difference Coffee …
Read recorded answer

Recorded answer text · ChatGPT · 18 October 2026

If you're looking for the best specialty coffee pods in the UK, I'd prioritise freshly roasted specialty beans, clear origin information, tasting notes, and compostable or recyclable packaging where possible.

The biggest distinction is between pods that deliver a genuinely speciality-coffee experience and supermarket-style capsules that simply taste strong. Here are the brands I'd investigate first, depending on whether you use a Nespresso Original machine, a Vertuo machine, or a different pod system.

## My top specialty coffee pod picks in the UK

![Coffee Pod Subscription - Speciality Coffee | Origin - Origin Coffee](

## 1\. Origin Coffee

(Best overall)

Best for people who value traceable specialty coffee, distinctive origins and sustainability. Its relaunched 2026 capsule range is home-compostable and compatible with Nespresso Original machines, not Vertuo.

From £9.60 for the initial subscription order; 20 capsules included.

Shop Origin capsules · www.origincoffee.co.ukbalancejournal.cowww.reddit.combalancejournal.co

---

![Selected Espresso - Assembly Coffee | MORNING - Morning](

## 2\. Assembly Coffee

(Best for black coffee)

Worth exploring if you enjoy nuanced, single-origin espresso and want more than a conventional dark, bitter capsule. Particularly appealing for drinkers who like to pick out fruit, acidity and floral notes.

Premium specialty positioning; check current capsule selection and pricing.

Explore Assembly Coffee · balancejournal.cowww.reddit.com

---

!Ethiopia | Nespresso Compatible Capsules | Roastworks Coffee Co

## 3\. Roastworks

(Best for flavour variety)

A strong option if you want to explore different origins and roast profiles. Its range includes Ethiopian Guji Natural, with blueberry, apricot-jam and floral notes, alongside chocolate-forward blends.

Individual capsules listed at around £5.50-£6 per pack on the product range.

Shop Roastworks capsules · www.roastworks.co.uk

---

![Pods | Fazenda Cruz Alta - Hello Coffee!](

## 4\. Santu Coffee

(Best Scottish option)

An especially interesting choice if you want a Scottish roaster. Its Eduardo Tozi capsules use Brazilian coffee with hazelnut, chocolate and shortbread notes, making them a good fit for a rich, rounded espresso.

£6.50 for 10 pods · £0.65 per pod.

Shop Santu pods · www.santucoffee.com

---

![Allpress Espresso Blend Coffee Capsules - Allpress Espresso UK](

## 5\. Allpress Espresso

(Best for milk drinks)

A good everyday choice if you enjoy café-style espresso in flat whites and cappuccinos. The range includes a balanced Espresso Blend, the bolder A.R.T. Espresso Roast and a decaf option. Aluminium capsules are recyclable through supported schemes.

Listed from £6.50 per pack.

Shop Allpress capsules · uk.allpress.com

---

!Brazil Yellow Bourbon Coffee Pods, Daterra Single Estate, Nespresso Compatible | Difference Coffee

## 6\. Difference Coffee

Best for luxury and unusual coffees. The selection includes named estates, premium single origins and rare coffees, with options for anyone who wants to treat capsules as a tasting experience rather than an everyday budget coffee.

Brazil Yellow Bourbon listed at £1 per capsule; some rare coffees cost considerably more.

Browse Difference Coffee · differencecoffee.com

## Which would I buy?

- Best all-rounder\: Origin, for its specialty focus and home-compostable capsules. - For adventurous coffee drinkers\: Assembly or Roastworks. - For a rich, chocolatey espresso\: Santu. - For flat whites and cappuccinos\: Allpress. - For rare, premium coffee\: Difference Coffee.

These are my picks based on the available product information and specialty credentials, rather than a claim that I've personally taste-tested every capsule. The broader 2026 review also highlights Colonna Coffee and Extract Coffee Roasters as worth investigating. balancejournal.cobalancejournal.co

## One question before you buy

Which coffee machine do you have? This matters because the capsules aren't interchangeable.

1\. Machine type

Nespresso Original (small capsules)

Nespresso Vertuo (larger dome-shaped capsules)

Dolce Gusto

ESE paper pods or another system

---

2\. Preferred flavour

Balanced, chocolatey and nutty

Fruity, floral and light-roasted

Strong, intense and dark-roasted

Decaf

---

3\. Price per pod

Under 40p

40-70p

70p-£1.50

Premium, price no object

[Find my best pods]

Perplexity

The question asked

Best sustainable coffee brands UK

From the recorded answer

Difference Coffee - Best for premium coffee with climate commitments. The company says it has been carbon-negative and climate-positive since 2020 and funds environmental projects through Earthly.
Read recorded answer

Recorded answer text · Perplexity · 11 October 2026

The best sustainable coffee brands in the UK depend on whether you prioritise farmer pay, organic certification, packaging, or carbon reduction. Strong options include:

- Cafédirect - Best for farmer-focused sourcing. It is 100% Fairtrade and has a long-standing producer-ownership model. - Kiss the Hippo - Best for pods and sustainability credentials. Its range includes Soil Association organic coffee, carbon-negative certification and home-compostable pod packaging. - Rave Coffee - Best for speciality coffee with strong environmental commitments. It supports 1% for the Planet, Plastic Oceans and Project Waterfall, and reports paying above Fairtrade prices. - Exhale Coffee - Best for transparency. It focuses on organic coffee and publishes extensive lab-testing and sourcing information. - Volcano Coffee Works - Best for organic coffee from an independent roaster; it is highlighted for its environmental focus and Soil Association organic credentials. - Difference Coffee - Best for premium coffee with climate commitments. The company says it has been carbon-negative and climate-positive since 2020 and funds environmental projects through Earthly.

Best overall shortlist: 1. Cafédirect for ethical farmer partnerships 2. Kiss the Hippo for sustainable pods 3. Rave Coffee for speciality beans and broader environmental projects 4. Exhale Coffee for organic sourcing transparency

For the most meaningful sustainability impact, choose whole beans or ground coffee in recyclable packaging, buy only what you will use, and check whether a brand reports farmer payments and traceable sourcing-not just carbon offsetting.

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

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Found / Brand snapshot

Difference Coffee

Coffee

21 August 2026 – 18 October 2026 (scans 1–10)

0.1

%

AI visibility

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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

4

Answers naming the brand

4495

Answers collected

0.1

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, Difference Coffee ranks #34 among 35 tracked brands for Coffee · United Kingdom (21 August 2026 – 18 October 2026). Its visibility is 0.1%. It was named in 4 of 4,495 AI answers across 2 of 150 tracked questions, averaging position 3.2 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 0.1% AI visibility for Difference Coffee in Coffee · United Kingdom, measured over 21 August 2026 – 18 October 2026. It ranks #34 among 35 tracked brands.

How often does AI mention this brand?

Difference Coffee was named in 4 of 4,495 collected AI answers, across 2 of 150 tracked questions, for Coffee · United Kingdom (21 August 2026 – 18 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 Difference Coffee by all 4,495 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.

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Every shopper question this brand is missing from, the split across ChatGPT, Perplexity and Google AI Overviews, and what is causing the gap.
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