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AI Visibility Scorecard
North Star Roofing
northstarext.com · Home & Living
Somewhat visible. AI bots can read North Star Roofing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Apple Intelligence
#73,960 of 1,302,356 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About North Star Roofing
from our crawl and measurement
North Star Roofing, based in North Wales, PA, describes itself simply: "North Star Roofing, located at 506 Dekalb Pike, is your premier choice for exceptional roofing services." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (RoofingContractor, Person, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri) and Meta AI. By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.9/10, North Star Roofing has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for North Star Roofing
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/northstarext
Cite this score: Engagemii (2026). "AEO Score for North Star Roofing." Retrieved from https://engagemii.com/aeo/brands/northstarext
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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