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AI Visibility Scorecard
Owner
northernforgeconstruction.com · Home & Living
Somewhat visible. AI bots can read Owner, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Meta AI
#266,935 of 1,219,322 in Home & Living for AI visibility
5.2
/10
AEO Score
About Owner
from our crawl and measurement
"Owner-supervised roofing and exteriors in the Twin Cities. Family-owned since 2002, offering free roof inspections, storm damage restoration, siding, gutters, windows, and general." That is how Owner of Coon Rapids, MN introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (RoofingContractor, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including Meta AI. By its own structured data it is a roofing business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 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 5.2/10, Owner has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Owner
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/northernforgeconstruction
Cite this score: Engagemii (2026). "AEO Score for Owner." Retrieved from https://engagemii.com/aeo/brands/northernforgeconstruction
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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