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lightresearchinc
AEO Score: 4/10
AI engines read this profile 1 times
Claude
#1,969,618 of 3,528,365 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. lightresearchinc just got measured.
4/10 means lightresearchinc 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 lightresearchinc
CollaborationWe are a team of researchers dedicated to bringing optical technology out of the lab and into the field to build a healthier future.
Key Topics
Details
Industry: Technology
lightresearchinc.comAI Visibility Breakdown
1
Structured Data
7
Content Structure
3
Entity Clarity
2
E-E-A-T Signals
5
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 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightresearchinc
Cite this score: Engagemii (2026). "AEO Score for lightresearchinc." Retrieved from https://engagemii.com/aeo/brands/lightresearchinc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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