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AI Visibility Scorecard
North Texas Sign & Lighting
northtexassign.com · E-commerce
Borderline visible. AI bots can crawl North Texas Sign & Lighting, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#226,892 of 521,137 in E-commerce for AI visibility
4.7
/10
AEO Score
About North Texas Sign & Lighting
from our crawl and measurement
North Texas Sign & Lighting, based in Rowlett, TX, describes itself simply: "North Texas Sign & Lighting (NTSL) delivers professional sign installation, service, and design across DFW, Texas, and SE Oklahoma. Wholesale partner support and commercial...." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Under the hood there is a sitemap and a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 4.7/10, North Texas Sign & Lighting is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for North Texas Sign & Lighting
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/northtexassign
Cite this score: Engagemii (2026). "AEO Score for North Texas Sign & Lighting." Retrieved from https://engagemii.com/aeo/brands/northtexassign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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