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TBD Lighting and Energy
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. TBD Lighting and Energy just got measured.
4/10 means TBD Lighting and Energy 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 TBD Lighting and Energy
TBD Lighting and Energy HomeAboutContact UsCapabilities Statement Sustainable Energy Solutions TBD Lighting, established in 2017 and rebranded as TBD Lighting and Energy, is a dynamic company leading the way in providing specialized sustainable energy solutions focused on lighting and energy audits.
Key Topics
Details
Industry: Education
tbdlighting.netAI Visibility Breakdown
1
Structured Data
3
Content Structure
6
Entity Clarity
5
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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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 July 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tbdlighting-net
Cite this score: Engagemii (2026). "AEO Score for TBD Lighting and Energy." Retrieved from https://engagemii.com/aeo/brands/tbdlighting-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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