AI Visibility Scorecard
MN10K RESTORATION LLC
mn10kr.com · Home & Living
Borderline visible. AI bots can crawl MN10K RESTORATION LLC, 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 3 times
Meta AI · Claude
#498,703 of 1,371,902 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About MN10K RESTORATION LLC
from our crawl and measurement
"MN10K Restoration LLC is a Minnesota exterior restoration company specializing in roofing, siding, gutters, windows, skylights, and storm damage restoration services throughout Roseville." That is how Expert Roofing Services In Roseville MN of Roseville, MN introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Corporation, RoofingContractor), a sitemap and a readable heading structure. It is missing an llms.txt file.
By its own structured data it is a roofing business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
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
Weak
No inbound links found yet.
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 4.9/10, MN10K RESTORATION LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MN10K RESTORATION LLC
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/mn10kr
Cite this score: Engagemii (2026). "AEO Score for MN10K RESTORATION LLC." Retrieved from https://engagemii.com/aeo/brands/mn10kr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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