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AI Visibility Scorecard
TL Services
tl-servicesmss.com · Home & Living
At 3/10, TL Services is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#674,251 of 749,797 in Home & Living for AI visibility
3
/10
AEO Score
About TL Services
from our crawl and measurement
"Professional HVAC installation, maintenance, and repair services throughout Mississippi and Louisiana." That is how TL Services of Lumberton, MS introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
The site gets some of it right: it has crawler access and the files AI engines look for. What holds it back is what is absent, including a heading structure that lays out what it offers, credibility markers like credentials or reviews, sitemaps and entity links AI can follow.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3/10, TL Services is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for TL Services
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tl-servicesmss
Cite this score: Engagemii (2026). "AEO Score for TL Services." Retrieved from https://engagemii.com/aeo/brands/tl-servicesmss
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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