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LED
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. Two-thirds of websites are invisible to them. LED just got measured.
5/10 means LED is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About LED
J’ai créé LED - Learn English Differently - un projet qui vise à faire apprendre l’anglais différemment des cours traditionnels. LED, ce sont des tables de conversation et des ateliers en présentiel (en ligne par la suite) en petits groupes dont le but premier est de booster vos compétences et votre confiance lorsque vous communiquez en anglais.
Key Topics
Details
Industry: Technology
ledbymarjorie.comAI Visibility Breakdown
2
Structured Data
6
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
4
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on June 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledbymarjorie
Cite this score: Engagemii (2026). "AEO Score for LED." Retrieved from https://engagemii.com/aeo/brands/ledbymarjorie
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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