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Library Light Switch
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#828,822 of 3,411,827 in Technology for AI visibility
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. Library Light Switch just got measured.
5/10 means Library Light Switch 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 Library Light Switch
Senior growth, marketing, and product strategy for founders who need clarity, speed, and measurable lift—now.
Key Topics
Details
Industry: Technology
librarylightswitch.comAI Visibility Breakdown
2
Structured Data
8
Content Structure
6
Entity Clarity
3
E-E-A-T Signals
7
Technical AEO
2
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 July 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/librarylightswitch
Cite this score: Engagemii (2026). "AEO Score for Library Light Switch." Retrieved from https://engagemii.com/aeo/brands/librarylightswitch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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