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AI Visibility Scorecard
CAPS Roofing LLC
capsroofing.com · Home & Living
Somewhat visible. AI bots can read CAPS Roofing LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#174,629 of 1,244,310 in Home & Living for AI visibility
5.5
/10
AEO Score
About CAPS Roofing LLC
from our crawl and measurement
"Since 2008, CAPS Roofing LLC has been the trusted roofing contractor for South Pittsburg, TN and the Tri-State area (TN, AL & GA). Family owned & operated with 18+ years of...." That is how CAPS Roofing LLC of South Pittsburg, TN introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (RoofingContractor, WebSite, FAQPage), a readable heading structure, substantial page content. What holds it back is what is absent, including an llms.txt file, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find. By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
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
6
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 5.5/10, CAPS Roofing 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 CAPS Roofing 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/capsroofing
Cite this score: Engagemii (2026). "AEO Score for CAPS Roofing LLC." Retrieved from https://engagemii.com/aeo/brands/capsroofing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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