Greggs AI Visibility Score | UK AI Visibility Index

What's working

Greggs is a highly established UK food-to-go brand with strong foundational SEO and brand recognition, positioning it well for basic AI retrieval but lacking advanced RAG optimization. Its current score tier reflects robust traditional digital presence combined with a gap in cutting-edge semantic architecture for LLM visibility.

01
Foundational scores 91 — identity surface is clean and consistent
02
Entity Resolution scores 61 — Knowledge Panel anchors brand identity
03
Technical & RAG scores 54 — AI crawlers are unblocked

What's not

01

Pret A Manger dominates "Healthy & Nutritional Information"

Create comprehensive, schema-marked nutritional guides for all menu items, emphasizing health benefits and dietary information to capture 'healthy lunch' queries.
02

Starbucks dominates "Sustainable Sourcing & ESG Initiatives"

Publish machine-readable reports and blog content detailing sourcing practices, environmental impact, and community engagement, optimized for AI retrieval on sustainability topics.
03

Costa Coffee dominates "Coffee Quality & Origin"

Develop rich content around coffee bean origins, ethical sourcing, and brewing processes, using structured data to establish authority in the premium coffee segment.

Closest competitor

Closest competitor in semantic space

Pret A Manger

Score

—

Gap on AI Visibility —

Stronger on Detailed Nutritional Guides with Schema

Stronger on Dedicated ESG Report & Blog Series

Pret A Manger currently dominates citations for healthy & nutritional information. Create comprehensive, schema-marked nutritional guides for all menu items, emphasizing health benefits and dietary information to capture 'healthy lunch' queries.

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 Greggs — 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

2 audits

Refresh	Score	Δ	Rank in cat.	Captured
Q3 2026	58	—	03	4 Aug 2026
Q2 2026	56	—	04	7 May 2026

› Embed this score

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Preview

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For Greggs

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