AI visibility
Live65.5
/ 100
Rank in Hackney
#6 of 17
Based on
165 citations
Last audit 6/22/2026 · ChatGPT · Claude · Gemini · Perplexity
Score breakdown
The five dimensions of AI visibility.
Mention Frequency
w 30%18 / 100
Share of the query matrix that names this restaurant.
Position
w 25%94 / 100
How high it lands when it does appear.
Cross-Engine
w 15%75 / 100
How many of the four AI engines mention it.
Context Richness
w 15%18 / 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 165 citations from the latest audit.
Direct
1%
Aggregator
18%
Editorial
23%
Social
13%
Other
45%
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 Cafe Cecilia?
AI ranks you #6 of 17 in Hackney.
Claim Cafe Cecilia for the full audit — per-engine breakdowns, the menu and experience claims AI gets wrong, your occasion map, and exactly what's holding you back. Free to start; Pro adds the action plan.