AI Visibility Scorecard
Mills Siding & Roofing
millssidingandroofing.com · Home & Living
Borderline visible. AI bots can crawl Mills Siding & Roofing, 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 8 times
Claude · ChatGPT · Meta AI · Perplexity
#29,275 of 1,378,251 in Home & Living for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Home & Living average 5
Top 14% of Home & Living
See what's behind this score →4
-
Network Authority
iNot connected yet
Home & Living average 0.0
0 relationships · Home & Living average 2
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Home & Living average 21
See what's behind this score →0
About Mills Siding & Roofing
from our crawl and measurement
"Mills Siding & Roofing has served homeowners since 1946 and is Michigan's largest roofing company specializing in storm damage restoration." That is how Mills Siding & Roofing of Troy, MI introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI. By its own structured data it is a roofing business.
- Company ·
- Mills Siding & Roofing
- Website ·
- millssidingandroofing.com
- Industry ·
- Home & Living
- Location ·
- Troy, MI
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 read your site and name it in answers. At 4.2/10, Mills Siding & Roofing is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Do You Have an Older Roof?
Even high-quality roofs wear down over time. Daily exposure to the elements leads to cracked shingles, granule loss and weakened underlayment. The older your roof gets, the more prone they become to leaks, structural problems, and reduced energy efficiency. Regular inspections and timely maintenance are key to prolonging the life of an aging roof and avoiding expensive repairs in the future. Schedule Free Inspection
Is this your brand?
The exact fixes for Mills Siding & Roofing
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Mills Siding & Roofing.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/millssidingandroofing
Cite this score: Engagemii (2026). "AEO Score for Mills Siding & Roofing." Retrieved from https://engagemii.com/aeo/brands/millssidingandroofing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform