AI Visibility Scorecard
Mr. Roof
mrroof.com · Home & Living
Somewhat visible. AI bots can read Mr. Roof, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude
#92,098 of 1,373,970 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Mr. Roof
from our crawl and measurement
Mr. Roof, based in Ann Arbor, MI, describes itself simply: "Mr. Roof is a residential roofing and exterior remodeling company specializing in roof replacement, roof repair, siding, gutters, windows, masonry, and storm damage restoration across Ohio." Its AI visibility score is 5.9 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 (Organization, RoofingContractor, Place), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic). By its own structured data it is a roofing business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.9/10, Mr. Roof has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Mr. Roof?
60+ Years. 500,000+ Installs. 1,500+ Five-Star Reviews. Homeowners nationwide choose Mr. Roof when only proven expertise will do. Decades of proven work and an A+ BBB rating confirm we get it right the first time. Direct Answers. Decisive Action. We skip the fluff and put facts first. You can expect clear estimates, side-by-side material options, and honest cost breakdowns that empower confident decisions.
Is this your brand?
The exact fixes for Mr. Roof
Which AI engines already crawl you
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mrroof
Cite this score: Engagemii (2026). "AEO Score for Mr. Roof." Retrieved from https://engagemii.com/aeo/brands/mrroof
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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