Soho, London
Milk Beach Soho.
14 Greek St, James Court, London W1D 4AL
AI visibility
Live33.3
/ 100
Rank in Soho
#10 of 15
Last audit 6/16/2026 · ChatGPT · Claude · Gemini · Perplexity
Score breakdown
The five dimensions of AI visibility.
Mention Frequency
w 30%13 / 100
Share of the query matrix that names this restaurant.
Position
w 25%76 / 100
How high it lands when it does appear.
Cross-Engine
w 15%25 / 100
How many of the four AI engines mention it.
Context Richness
w 15%44 / 100
How much detail the AI gives — price, vibe, dishes, location.
Source Diversity
w 15%0 / 100
Breadth of citation types backing it up.
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 Milk Beach Soho?
AI ranks you #10 of 15 in Soho.
Claim Milk Beach Soho 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.