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Light Coders LLC
AEO Score: 4/10
AI engines read this profile 1 times
Claude
#1,622,156 of 3,033,646 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. Light Coders LLC just got measured.
4/10 means Light Coders LLC 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 Light Coders LLC
About UsWith 40+ years of experience, Light Coders has provided optical engineering and software development for various applications.
Key Topics
Details
Industry: Technology
lightcoders.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
5
Entity Clarity
3
E-E-A-T Signals
6
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?
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Source & Attribution
Scored by Engagemii on July 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightcoders
Cite this score: Engagemii (2026). "AEO Score for Light Coders LLC." Retrieved from https://engagemii.com/aeo/brands/lightcoders
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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