AI Visibility Scorecard
Modern Method Build LLC - Roofing Company Florida
mmbroof.com · Home & Living
Borderline visible. AI bots can crawl Modern Method Build LLC - Roofing Company Florida, 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 1 times
Claude
#755,300 of 1,374,264 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Modern Method Build LLC - Roofing Company Florida
from our crawl and measurement
"Modern Method Build a roofing company in Fort Myers and Naples FL. Licensed and Insured. Our experts have more than 10 years experience." That is how MMB Roofing Contractor in Florida of Fort Myers, Florida introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), 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
Fair
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
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
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 4.5/10, Modern Method Build LLC - Roofing Company Florida is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Modern Method Build LLC - Roofing Company Florida
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mmbroof
Cite this score: Engagemii (2026). "AEO Score for Modern Method Build LLC - Roofing Company Florida." Retrieved from https://engagemii.com/aeo/brands/mmbroof
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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