AI Visibility Scorecard
Le Grand Anglais
legrandanglais.substack.com · Travel & Hospitality
Borderline visible. AI bots can crawl Le Grand Anglais, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#9,340 of 457,402 in Travel & Hospitality for AI visibility
61
AI Naming Predictability
iRarely named · 61/100
Travel & Hospitality average 11
Top 2% of Travel & Hospitality
See what's behind this score →5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Travel & Hospitality average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Travel & Hospitality average 17
See what's behind this score →0
About Le Grand Anglais
from our crawl and measurement
"A wine and travel blog from Anjou based neo-winemaker Oliver Stevenson-Goldsmith. Click to read Le Grand Anglais, by Oliver Stevenson, a Substack publication. Launched 4 years ago." That is how Le Grand Anglais introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Le Grand Anglais
- Website ·
- legrandanglais.substack.com
- Industry ·
- Travel & Hospitality
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 21, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.7/10, Le Grand Anglais is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Le Grand Anglais
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/legrandanglais-substack
Cite this score: Engagemii (2026). "AEO Score for Le Grand Anglais." Retrieved from https://engagemii.com/aeo/brands/legrandanglais-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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