AI Visibility Scorecard
Shrum's Roofing Company, LLC
shrumsroofing.com · Finance & Insurance
Somewhat visible. AI bots can read Shrum's Roofing Company, LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · ShapBot
#209,832 of 793,030 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Shrum's Roofing Company, LLC
from our crawl and measurement
"Shrum's Roofing Company, LLC is proud to be one of the most recommended residential and commercial roofing companies in Tennessee. Call for a free quote!." That is how Shrum's Roofing Company, LLC of Gallatin, TN introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
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
Strong
Inbound links from other sites.
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 5.1/10, Shrum's Roofing Company, LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Shrum's Roofing Company, 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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shrumsroofing
Cite this score: Engagemii (2026). "AEO Score for Shrum's Roofing Company, LLC." Retrieved from https://engagemii.com/aeo/brands/shrumsroofing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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