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AI Visibility Scorecard
Lonestar Roofing and Restoration LLC
lsrnr.com · Finance & Insurance
Somewhat visible. AI bots can read Lonestar Roofing and Restoration LLC, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#212,666 of 769,822 in Finance & Insurance for AI visibility
5.1
/10
AEO Score
About Lonestar Roofing and Restoration LLC
from our crawl and measurement
North Texas Roofing Company is a Weatherford, TX business whose own site puts it this way: "Lonestar Roofing and Restoration LLC is a locally owned roofing contractor serving Parker County and surrounding North Texas communities including Weatherford, Azle, Springtown, and Fort." 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 (Place, RoofingContractor, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 5.1/10, Lonestar Roofing and Restoration LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lonestar Roofing and Restoration LLC
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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lsrnr
Cite this score: Engagemii (2026). "AEO Score for Lonestar Roofing and Restoration LLC." Retrieved from https://engagemii.com/aeo/brands/lsrnr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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