Islington, London
Liman Restaurant.
60 Penton St, London N1 9PZ
AI visibility
Live62.7
/ 100
Rank in Islington
#16 of 27
Based on
30 citations
Last audit 6/22/2026 · ChatGPT · Claude · Gemini · Perplexity
Score breakdown
The five dimensions of AI visibility.
Mention Frequency
w 30%10 / 100
Share of the query matrix that names this restaurant.
Position
w 25%79 / 100
How high it lands when it does appear.
Cross-Engine
w 15%100 / 100
How many of the four AI engines mention it.
Context Richness
w 15%20 / 100
How much detail the AI gives — price, vibe, dishes, location.
Source Diversity
w 15%100 / 100
Breadth of citation types backing it up.
Booking Source Attribution
Where AI is sending diners.
Across 30 citations from the latest audit.
Direct
7%
Aggregator
27%
Editorial
13%
Social
7%
Other
47%
In the Pro audit
Going deeper.
Per-engine recommendation tracking
How ChatGPT, Claude, Gemini, and Perplexity each name you — and for which questions.
Occasion visibility map
Date night, brunch, late night — where you win and where you’re missing.
Verbatim AI quotes & sentiment
Exactly what each engine says about you, word for word, and the tone of it.
Nearest competitors & sourcing
Who AI names alongside you, and the sources it pulls you from.
Menu & experience accuracy
What AI claims vs. ground truth, with hallucinations flagged.
Own Liman Restaurant?
AI ranks you #16 of 27 in Islington.
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