Hotel Chocolat AI Visibility Score | UK AI Visibility Index

What's working

Hotel Chocolat demonstrates a strong foundational digital presence typical of an established luxury consumer brand, excelling in basic entity resolution and content corpus. However, its LLM footprint shows significant gaps in advanced AI-specific optimization, limiting its potential for deep semantic retrieval and competitive displacement in the generative era.

01
Foundational scores 91 — identity surface is clean and consistent
02
Authority & Citation scores 59 — third-party validation is present
03
Entity Resolution scores 52 — Knowledge Panel anchors brand identity

What's not

01

Green & Black's dominates "Ethical Sourcing Impact Data"

Create a detailed, interactive report on cacao sourcing, farmer partnerships, and environmental impact, featuring structured data and expert interviews to demonstrate transparency.
02

Valrhona dominates "Advanced Chocolate Pairing Guides"

Develop an extensive online hub detailing chocolate pairings with various beverages and foods, optimized with FAQ schema for common pairing questions and expert recommendations.
03

Fortnum & Mason dominates "Gifting Occasion Strategy & ROI"

Publish in-depth guides for various gifting occasions, including data on recipient preferences, budget considerations, and unique product recommendations for corporate and personal gifting.

Closest competitor

Closest competitor in semantic space

Green & Black's

Score

—

Gap on AI Visibility —

Stronger on Interactive Cacao Sourcing Report with Structured Data

Stronger on Comprehensive Chocolate Pairing Hub with FAQ Schema

Green & Black's currently dominates citations for ethical sourcing impact data. Create a detailed, interactive report on cacao sourcing, farmer partnerships, and environmental impact, featuring structured data and expert interviews to demonstrate transparency.

What AI said Gemini · UK

Methodology

Each brand in the UK AI Visibility Index is scored by GenSight's 35-signal deterministic scoring engine covering training-corpus presence, retrievability, source authority and competitive position. Brands are selected by Tranco rank within category, with cultural-perception classification verifying each brand reads as British, and editorial review for borderline cases. Composition is reshuffled annually; scores refresh quarterly.

How brands are selected

› 35-signal breakdown Gated

31 discrete · 4 continuous

Canonical URL●

Social Media Presence●

Clear Value Proposition●

Wikidata Presence●

Entity Graph (Wikidata API)●

Organization Schema●

robots.txt Allows AI●

Semantic HTML Architecture●

llms.txt Published●

Aggregate Social Proof●

Top 5 in Gemini Search●

High DR/PR Citations●

Behind this gate

See exactly which of the 35 signals are working for Hotel Chocolat — and which are dragging the score down.

·Per-signal pass/fail with explanation
·Which crawlers are blocked, which are open
·Schema, citation and authority diagnostics

› Pillar scores

4 pillars

Foundational

Entity Resolution

Technical & RAG

Authority & Citation

› Score history

1 audits

Refresh	Score	Δ	Rank in cat.	Captured
Q2 2026	55	—	05	7 May 2026

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For Hotel Chocolat

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