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AI Visibility Scorecard
GF Consult & Develop
gf-formation.com · E-commerce
Somewhat visible. AI bots can read GF Consult & Develop, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#128,778 of 639,027 in E-commerce for AI visibility
5.4
/10
AEO Score
About GF Consult & Develop
from our crawl and measurement
"Organisme de formation, GF Consult & Develop vous propose des formations en gestion, financement d'entreprise, IA." That is how GF Consult & Develop introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.4/10, GF Consult & Develop has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for GF Consult & Develop
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 GF Consult & Develop.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gf-formation
Cite this score: Engagemii (2026). "AEO Score for GF Consult & Develop." Retrieved from https://engagemii.com/aeo/brands/gf-formation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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