AI Visibility Scorecard
Catalyst Roofing
catalystroofing.com · Home & Living
Somewhat visible. AI bots can read Catalyst Roofing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI
#173,733 of 1,375,078 in Home & Living for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Catalyst Roofing
from our crawl and measurement
Catalyst Roofing, based in Fort Myers, FL, describes itself simply: "Founded right here in the heart of Florida, we’ve been the go-to roofing contractor for countless clients who demand nothing but the best." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Place, RoofingContractor, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a roofing business.
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
Fair
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 5.6/10, Catalyst Roofing has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Would You Rather Keep Waiting And Let Your Roof Go To Ruins?
Every moment you wait, the harsh Florida weather continues to challenge your roof, while your neighbors are already enjoying the safety and aesthetics of a restored or new roof.Don’t miss out; let’s get your roof in peak condition now!
Is this your brand?
The exact fixes for Catalyst Roofing
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Catalyst Roofing.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catalystroofing
Cite this score: Engagemii (2026). "AEO Score for Catalyst Roofing." Retrieved from https://engagemii.com/aeo/brands/catalystroofing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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