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AI Visibility Scorecard
Benjamin Lepage
benjaminlepage.com · E-commerce
Somewhat visible. AI bots can read Benjamin Lepage, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#177,957 of 654,141 in E-commerce for AI visibility
5.1
/10
AEO Score
About Benjamin Lepage
from our crawl and measurement
Webdesigner Freelance Caen, based in Caen, Normandie, describes itself simply: "Webdesigner freelance à Caen: création de site vitrine, site e-commerce, graphisme et référencement naturel (SEO)." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (ProfessionalService, LocalBusiness, FAQPage), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 5.1/10, Benjamin Lepage has a working base to build on - fixable, and the signals above are where to start.
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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.
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Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benjaminlepage
Cite this score: Engagemii (2026). "AEO Score for Benjamin Lepage." Retrieved from https://engagemii.com/aeo/brands/benjaminlepage
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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