Coffee AI Visibility Index: UK
We asked ChatGPT, Perplexity and Google's AI Overviews the same 150 questions British coffee shoppers actually ask. That is 2,698 answers analysed.
2698
answers35
brandsThe leaderboard
Every brand in this vertical, scored on the same questions across every surface.
What the data shows
Never named: the brands AI didn't mention.
2 of 35 tracked brands were never named once across the 2,698 answers analysed: Perky Blenders and Notes Coffee.
The ladder so far.
Origin Coffee leads with a Visibility Score of 27.0 (728 of 2,698 answers, 112 of 150 questions), followed by Rave Coffee at 27.0 and Pact Coffee at 17.7.
Instagram size doesn't predict AI visibility.
Grind has the largest Instagram following in the tracked population (243,796 followers) but ranks #5 on AI visibility (15.8/100), behind Origin Coffee, which leads the index at 27.0/100.
Common questions
Which Coffee brand does AI recommend most?
Origin Coffee ranks first in the UK Coffee AI Visibility Index with a Visibility Score of 27.0.
How many Coffee brands does Found measure?
Found measures 35 British Coffee brands, scanned 21 August – 20 September 2026 across ChatGPT, Perplexity and Google AI Overviews.
How is the Coffee Visibility Score calculated?
We asked ChatGPT, Perplexity and Google's AI Overviews the same questions British Coffee shoppers actually ask, scanned 21 August – 20 September 2026, with 2,698 answers analysed. Here is who the machines recommend.
Where can I see the full methodology?
The full method - question selection, scan cadence, population rules and scoring - is published at flux.agency/found/methodology.
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