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AI Visibility Scorecard
JOHN - Expert Roofers
mrrooferny.com · Home & Living
Borderline visible. AI bots can crawl JOHN - Expert Roofers, 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 8 times
Meta AI · Claude · Apple Intelligence
#872,812 of 1,264,848 in Home & Living for AI visibility
3.9
/10
AEO Score
About JOHN - Expert Roofers
from our crawl and measurement
JOHN, based in Roslyn, NY, describes itself simply: "John Expert Roofers in NY: Offering asphalt, metal, tile roofing with expert installation. Enhance your home with our quality service." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Under the hood there is structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
Our monitoring has logged 7 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 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 3.9/10, JOHN - Expert Roofers is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for JOHN - Expert Roofers
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mrrooferny
Cite this score: Engagemii (2026). "AEO Score for JOHN - Expert Roofers." Retrieved from https://engagemii.com/aeo/brands/mrrooferny
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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