Sample report. The company and all its answers are made up. A real report has this exact form.

Harbour Roasters named in 191 of 576 answers

harbourroasters.example · United Kingdom · English · Full scan, November 4, 2026

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ChatGPT

Gemini

AI Mode

Perplexity

Copilot

AI Overviews

Named
Not named
No answer

6 findings, each with an instruction

1AI systems quote an old price for Harbour Roasters

Certainty: highPrices: measuredCause: derived

64 answers

In the answers
harbourroasters.example/subscriptionfrom £12 a month

The old price also stands on two of the sources these answers cite.

Where: coffeeguide.example
What changes: The listed price becomes £12 a month.
Who: Whoever manages your listings on review sites
How much work: About 15 minutes: one message to the editor

2coffeeguide.example shapes these answers, and it does not review you

Certainty: mediumSources: measuredEffect: derived

Source in 476 answers

coffeeguide.example is a source in

Where: coffeeguide.example
What changes: Ask for Harbour Roasters to be reviewed on this page, next to Northbean and Copper Kettle Coffee.
Who: Marketing, through the site's editor
How much work: About 30 minutes for the request. The editor decides.

3You are missing from: “Which roasters offer wholesale coffee to cafés in the UK?”

Certainty: mediumCount: measuredCause: derived

29 answers

Harbour Roasters named
Northbean named

Where: harbourroasters.example, a new page next to /subscription
What changes: A page states that you supply cafés, the minimum order, the delivery area and how to order.
Who: Content, checked by whoever handles wholesale
How much work: About half a day

4Northbean's comparison page gets cited, and you have none

Certainty: lowSources: measuredCause: derived

167 answers

northbean.example/compare is a source in
Comparison page in your sitemapNot found

Where: harbourroasters.example, a new page next to /subscription
What changes: A page sets you next to Northbean, Copper Kettle Coffee and Little Foundry, with price, range and delivery per roaster.
Who: Content, checked by the owner
How much work: About 1 day

5Brand answers say you only ship within the UK

Certainty: mediumStatement: measuredRelevance: derived

20 answers

“only ships within the UK”

Check whether this is still true. If it is, nothing needs to change.

Where: harbourroasters.example/delivery
What changes: If you ship abroad, the page lists the countries and the delivery cost per country.
Who: Whoever handles shipping
How much work: About 30 minutes

6Your homepage does not say in code who you are

Certainty: lowCheck: measuredAdvice: general advice

Google documents this; the effect on AI answers is not measured

Organization data on the homepageNot found

Where: harbourroasters.example, homepage
What changes: The page gets Organization data with name, logo, address and social profiles.
Who: Your developer
How much work: About 1 hour

High: the same in many answers, and read directly in the data.
Medium: seen in several answers, or the cause is derived.
Low: few answers, or general advice with no measured effect.

You are not named at all on 1 of 20 questions

Named
Not named
No answer

Which small UK coffee roasters are worth trying?18 of 28
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
What is the best coffee subscription in the UK?16 of 27
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which coffee subscription can I pause or cancel easily?17 of 29
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which UK roasters sell the best single-origin coffee?15 of 28
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which coffee subscription has the most variety?16 of 30
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which UK coffee roasters use sustainable packaging?14 of 29
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Where can I buy freshly roasted coffee beans online in the UK?14 of 30
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
What is the best coffee for a home espresso machine?12 of 30
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
What is a good coffee subscription for beginners?10 of 29
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Where can I find ethically sourced coffee beans in the UK?10 of 30
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which coffee subscription makes the best gift?8 of 29
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
What are the best light roast coffees in the UK?8 of 29
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
What is the cheapest good coffee subscription in the UK?7 of 27
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which roasters are best for filter coffee?7 of 28
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which roasters offer decaf that actually tastes good?6 of 30
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
What is the best ground coffee delivered by post?5 of 28
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which coffee brands do UK baristas recommend?4 of 30
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Who supplies coffee beans to small offices in the UK?2 of 28
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
What is the best coffee delivery for a small café?2 of 28
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews
Which roasters offer wholesale coffee to cafés in the UK?0 of 29
ChatGPT
Gemini
AI Mode
Perplexity
Copilot
AI Overviews

Question	ChatGPT	Gemini	AI Mode	Perplexity	Copilot	AI Overviews	Named
Which small UK coffee roasters are worth trying?
What is the best coffee subscription in the UK?
Which coffee subscription can I pause or cancel easily?
Which UK roasters sell the best single-origin coffee?
Which coffee subscription has the most variety?
Which UK coffee roasters use sustainable packaging?
Where can I buy freshly roasted coffee beans online in the UK?
What is the best coffee for a home espresso machine?
What is a good coffee subscription for beginners?
Where can I find ethically sourced coffee beans in the UK?
Which coffee subscription makes the best gift?
What are the best light roast coffees in the UK?
What is the cheapest good coffee subscription in the UK?
Which roasters are best for filter coffee?
Which roasters offer decaf that actually tastes good?
What is the best ground coffee delivered by post?
Which coffee brands do UK baristas recommend?
Who supplies coffee beans to small offices in the UK?
What is the best coffee delivery for a small café?
Which roasters offer wholesale coffee to cafés in the UK?

Northbean is named in 389 answers, Harbour Roasters in 191, out of 576

Only questions without your name. Each number opens the answers it counts.

Brand	Named	Named first
Northbean	389 of 576	167
Copper Kettle Coffee	285 of 576	104
Little Foundry	205 of 576	66
Harbour Roasters	191 of 576	71
Fieldhouse Coffee	136 of 576	50
Saltmarsh Beans	122 of 576	40
Millstone Roastery	118 of 576	35
Blue Anchor	111 of 576	43

coffeeguide.example is a source in 476 of 576 answers. Your site is in 41.

You are missing from 4 of the 6 pages cited most

Page	Harbour Roasters	Cited in	Named most on this page
coffeeguide.example/best-subscriptions	Not on page	476	Northbean · place 1
brewjournal.example/roasters-uk	Not on page	289	Copper Kettle Coffee · place 2
beanforum.example/threads/subscriptions	place 8	229	Northbean · place 3
giftlist.example/coffee	Not on page	192	Copper Kettle Coffee · place 1
northbean.example/compare	place 10	167	Northbean · place 2
thegoodcup.example/reviews	Not on page	158	Copper Kettle Coffee · place 3

Northbean has 1,320 sites linking to it, you have 184

Brand	Linking sites	Backlinks	Google keywords	In the top 10
Harbour Roasters	184	1,240	612	58
Northbean	1,320	18,600	5,240	742
Copper Kettle Coffee	640	7,300	2,150	263
Little Foundry	295	2,110	870	94

What AI says about Harbour Roasters

These questions name you, so they stay out of the count.

Is Harbour Roasters a good coffee subscription?

What do people say about Harbour Roasters?

Is Harbour Roasters worth the price?

What are the downsides of Harbour Roasters?

How does Harbour Roasters compare to Northbean?

Can AI systems read your site?

OK: robots.txt does not block AI systems
OK: llms.txt is online
OK: sitemap.xml is online
Check: Homepage has no Organization dataFound: WebSite. Missing: Organization, Product.
OK: Pages can be read without JavaScript

This is your first scan

A new scan asks the same questions and shows here what changed.

All 750 answers

750 answers

How this count was made

25 questions, 5 runs, 6 systems: 750 answers requested.
The count uses open questions only. A name counts when it is in the text of the answer.
95% of the answers came back. No answer: ChatGPT 3, Gemini 1, AI Mode 1, Copilot 22, AI Overviews 7. These do not count.
AI answers vary per run and over time. This is a sample from these days, not a fixed fact.