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Missing Bean Coffee Roasters

Missing Bean Coffee Roasters

AI visibility and ranking for Coffee: United Kingdom

Oxford-based coffee roaster.

Missing Bean Coffee Roasters
appears in
2.1
% of measured AI answers in this industry and market.

Found score

Track Missing Bean Coffee Roasters’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 4, 2026

Updated

October 4, 2026

Latest scan visibility

1.6

October 4, 2026

Overall visibility

2.1

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

Industry rank

14

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Missing Bean Coffee Roasters's single-scan score moved from 2.2% to 1.6%, down 0.6 percentage points. Latest recorded scan 1.6% on 4 October 2026; combined-window score 2.1%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 2.1% 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 20262.2%
24 August 20262.4%
30 August 20262.7%
6 September 20261.3%
13 September 20262.4%
20 September 20262.2%
27 September 20262.2%
4 October 20261.6%

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

2.9%

Perplexity Logo

Perplexity

2.3%

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

AI Overviews

1.2%

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

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ChatGPT names Missing Bean Coffee Roasters most often.

It appears in 2.9% of collected ChatGPT answers and 1.2% of Google AI Overviews answers: a difference of 1.7 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 19 of 150 questions.

Missing Bean Coffee Roasters appears in at least one collected answer to 12.7% of the tracked questions. That is question coverage; the 2.1% visibility score measures its share of individual answers.

Across 8 published scans, visibility ranged from 1.3% to 2.7%. The latest scan was 1.6% 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 coffee beans roasted to order UK
  • Best coffee beans with free delivery UK
  • Best coffee for filter brewing UK
  • Best coffee gift sets UK
  • Best coffee hampers UK
  • Best coffee sample packs 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, Workshop Coffee)
  • British grown coffee brands (Origin Coffee, Square Mile Coffee Roasters, Rave Coffee)
  • Which British coffee roasters are actually good (Square Mile Coffee Roasters, Origin Coffee, Workshop Coffee)
  • Best coffee roasters London (Square Mile Coffee Roasters, Workshop Coffee, Climpson & Sons)
  • Best B Corp coffee UK (Volcano Coffee Works, Origin Coffee, Coaltown Coffee)
  • Best British coffee brands (Square Mile Coffee Roasters, Origin Coffee, Kiss the Hippo)

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

Coffee roasters that pay farmers fairly UK

From the recorded answer

The Missing Bean …
Read recorded answer

Recorded answer text · Google AI Overviews · 20 September 2026

You can buy ethically sourced coffee from UK roasters that pay farmers well above market and Fairtrade minimum prices through direct trade models.

### Top UK Coffee Roasters with Fair Payment Models

- The Missing Bean - Ethical Practice: Uses a direct-trade model paying an average of 55% above commodity prices and over double the Fairtrade minimum. - Evidence: Paid an average green coffee price of £6.30/kg compared to the Fairtrade minimum of £3.47/kg. Sources long-standing direct relationships in countries like Colombia and Peru. - Horsham Coffee Roaster - Ethical Practice: Direct trade sourcing paying transparent prices above Fairtrade base rates. - Evidence: Uses fixed pricing based on actual production costs to protect growers from market fluctuations, maintaining a direct relationship with the Bwishaza washing station in Rwanda supporting 500 farmers. - Union Hand-Roasted Coffee - Ethical Practice: Pioneered the direct trade model in the UK, forming sustainable, long-term partnerships. - Evidence: The "Union Direct Trade" principle guarantees producers a sustainable price well above the Fairtrade minimum. - Skylark Coffee - Ethical Practice: Pays top specialty prices and funnels extra revenue directly back to grower communities. - Evidence: Pays specialty prices for coffee and donates an additional £1 per kilo sold to support environmental and social projects for exploited supply chains.

If you'd like, let me know:

- Your preferred roast profile (light, medium, dark) - Whether you want whole beans or ground coffee

I can recommend a specific blend or single-origin bag from these roasters.

ChatGPT

The question asked

Best coffee subscription gift UK

From the recorded answer

### [The Missing Bean Gift Subscription]() …
Read recorded answer

Recorded answer text · ChatGPT · 4 October 2026

If you want a coffee subscription as a gift in the UK, these are the strongest options I found:

### [Origin Coffee Gift Subscription]() £30.00

### [Glen Lyon Coffee Gift Subscription]() £40.00

### [RAVE Coffee 3-Month Gift Subscription]() £29.85

### [The Missing Bean Gift Subscription]() £36.00

### [Studio Black 3-Month Gift Subscription]() £13.00

### ☕ My top picks

1. Best overall: Origin Coffee - £30+ A polished gift from a highly regarded specialty roaster. Their gift subscription sends 250g bags of rotating single-origin coffees, so it's particularly good for someone who enjoys discovering different coffees. Free UK delivery is included. www.origincoffee.co.uk

2. Best for coffee enthusiasts: Hermanos - £24 The Independent currently ranks Hermanos' exotic coffee subscription best overall, with Rave as its budget pick. www.the-independent.com

3. Best value: RAVE - about £29.85 for 3 months A good choice if you want a genuine gift subscription without spending £40+. The Independent rates Rave highly as its budget option. www.the-independent.com

4. Best for gifting specifically: Yallah - £16.20+ The Independent's best coffee subscription for gifting. It offers prepaid options and flexible frequencies, with single-origin coffee roasted in Cornwall. www.the-independent.com

5. Best premium/value balance: Caravan Which? picked Caravan as its best gift subscription for drinks lovers, praising its quality-to-cost ratio. You can choose beans, ground coffee or pods, and weekly, fortnightly or monthly delivery. www.which.co.uk

### What I'd choose

- £20-£30: Yallah or RAVE - £30-£50: Origin - my pick for a classy gift - Serious coffee geek: Hermanos - Not sure how they brew: Caravan, because of its wider format choice

If you tell me your budget (e.g. £25, £50, £100) and whether they use beans, cafetière, espresso machine or Nespresso, I can narrow it to the 3 best gifts and include direct buying links.

Perplexity

The question asked

Fresh coffee beans delivered UK

From the recorded answer

The Missing Bean - Hand-roasted in East Oxford five days a week; orders placed before noon on weekdays are dispatched the same day.
Read recorded answer

Recorded answer text · Perplexity · 4 October 2026

For fresh coffee beans delivered in the UK, these are strong options:

- CoffeeHype - Freshly roasted to order, with speciality beans, tracked UK delivery, and free shipping over £35. - The Missing Bean - Hand-roasted in East Oxford five days a week; orders placed before noon on weekdays are dispatched the same day. - Beanz - Offers one-off purchases and subscriptions, with beans roasted fresh and shipped within days; subscriptions include free shipping. - Bean Smitten - Flexible deliveries every 1-4 weeks, from £8.55 for 250g, with options for blends, single-origin and decaf. - Limini Coffee - Yorkshire roaster that roasts daily, rests the coffee before dispatch, and offers next-day delivery where possible. - Coffee Masters - UK-roasted beans, airtight packaging and same-day dispatch for orders placed by 3pm.

Best overall picks: - For maximum freshness: The Missing Bean - For subscriptions: Bean Smitten or Beanz - For fast delivery: Limini Coffee or Coffee Masters - For broad choice and good-value larger bags: CoffeeHype

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

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Found / Brand snapshot

Missing Bean Coffee Roasters

Coffee

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

2.1

%

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

77

Answers naming the brand

3598

Answers collected

2.1

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, Missing Bean Coffee Roasters ranks #14 among 35 tracked brands for Coffee · United Kingdom (21 August 2026 – 4 October 2026). Its visibility is 2.1%. It was named in 77 of 3,598 AI answers across 19 of 150 tracked questions, averaging position 2.0 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 2.1% AI visibility for Missing Bean Coffee Roasters in Coffee · United Kingdom, measured over 21 August 2026 – 4 October 2026. It ranks #14 among 35 tracked brands.

How often does AI mention this brand?

Missing Bean Coffee Roasters was named in 77 of 3,598 collected AI answers, across 19 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 Missing Bean Coffee Roasters 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.

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