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AI Visibility Scorecard
T.C.Thursby Lighting
tctlighting.com · Home & Living
Somewhat visible. AI bots can read T.C.Thursby Lighting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#316,680 of 1,246,953 in Home & Living for AI visibility
5.1
/10
AEO Score
About T.C.Thursby Lighting
from our crawl and measurement
"Established in 2019, T.C.Thursby Lighting Restorations provides services including antique and vintage lighting restored to its former glory, custom pieces, cleaning services, and repairs." That is how T.C.Thursby Lighting of Norwood, MA introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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. Roughly two-thirds of sites are invisible to them. At 5.1/10, T.C.Thursby Lighting has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for T.C.Thursby Lighting
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tctlighting
Cite this score: Engagemii (2026). "AEO Score for T.C.Thursby Lighting." Retrieved from https://engagemii.com/aeo/brands/tctlighting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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