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AI Visibility Scorecard
Roofer MD
roofermd.com · Home & Living
Borderline visible. AI bots can crawl Roofer MD, 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.
AI engines read this profile 2 times
Claude
#513,710 of 1,219,322 in Home & Living for AI visibility
4.7
/10
AEO Score
About Roofer MD
from our crawl and measurement
"Other manufacturers may offer warranties of 25, 30, or even lifetime guarantees, but these conventional warranties may leave homeowners vulnerable to unexpected repair costs." That is how Roofer MD introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
7
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
6
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 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, Roofer MD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Roofer MD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/roofermd
Cite this score: Engagemii (2026). "AEO Score for Roofer MD." Retrieved from https://engagemii.com/aeo/brands/roofermd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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