AI Visibility Scorecard
Guide Master FR
guidemasterfr.com · Other
Borderline visible. AI bots can crawl Guide Master FR, 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
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Guide Master FR
from our crawl and measurement
Guide Master FR describes itself simply: "Comparez les meilleures offres et choix en ligne en France. Guide éditorial avec des critères transparents, des analyses et une sélection à jour de partenaires de confiance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 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).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.6/10, Guide Master FR is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Comment fonctionne Guide Master FR ?
Guide Master FR est un portail éditorial dédié à aider les utilisateurs en France à trouver les meilleures offres et choix en ligne. Nous rassemblons, comparons et organisons des partenaires de confiance en un seul endroit.Chaque partenaire est évalué selon des critères objectifs : réputation, qualité du service, conditions de l'offre, transparence et service client.
Is this your brand?
The exact fixes for Guide Master FR
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Guide Master FR.
Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guidemasterfr
Cite this score: Engagemii (2026). "AEO Score for Guide Master FR." Retrieved from https://engagemii.com/aeo/brands/guidemasterfr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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