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TSF Lighting
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. TSF Lighting just got measured.
3/10 means TSF Lighting is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
About TSF Lighting
TSF Lighting Home Page Project Management Lighting Control Systems Contact Us helping make light easier TSF Lighting, LLC is a locally owned and operated company, with a nationwide presence, that specializes in retail, commercial and industrial facilities.
Details
AI Visibility Breakdown
1
Structured Data
3
Content Structure
4
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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The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on June 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tsflighting
Cite this score: Engagemii (2026). "AEO Score for TSF Lighting." Retrieved from https://engagemii.com/aeo/brands/tsflighting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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