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AI Visibility Scorecard
John Henry Roofing, Inc.
johnhenryroofing.com · Home & Living
Borderline visible. AI bots can crawl John Henry Roofing, Inc., 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#597,920 of 1,217,362 in Home & Living for AI visibility
4.5
/10
AEO Score
About John Henry Roofing, Inc.
from our crawl and measurement
John Henry Roofing, Inc. is a business whose own site puts it this way: "John Henry Roofing, Inc. is high-quality, dependable, and successful commercial and residential roofing and sheet metal contractor based in Brighton, Massachusetts." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
8
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
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 4.5/10, John Henry Roofing, Inc. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Henry Roofing, Inc.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/johnhenryroofing
Cite this score: Engagemii (2026). "AEO Score for John Henry Roofing, Inc.." Retrieved from https://engagemii.com/aeo/brands/johnhenryroofing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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