AI Visibility Scorecard
Catalfano Brothers | North Wales Roofing Contractor PA 19454 | North Wales PA Roofing Contractor | Roofing Contractor No
cbseamless.com · Home & Living
Borderline visible. AI bots can crawl Catalfano Brothers | North Wales Roofing Contractor PA 19454 | North Wales PA Roofing Contractor | Roofing Contractor No, 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 2 times
Claude · ShapBot
#220,615 of 1,377,832 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Catalfano Brothers | North Wales Roofing Contractor PA 19454 | North Wales PA Roofing Contractor | Roofing Contractor No
from our crawl and measurement
Catalfano Brothers is a North Wales, PA business whose own site puts it this way: "Catalfano Brothers is the leading North Wales roofing contractor for roof repairs, roof installations, and residential roofing in North Wales, PA 19454. Roofing Contractor North Wales PA." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
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.
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
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 4/10, Catalfano Brothers | North Wales Roofing Contractor PA 19454 | North Wales PA Roofing Contractor | Roofing Contractor No is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Catalfano Brothers | North Wales Roofing Contractor PA 19454 | North Wales PA Roofing Contractor | Roofing Contractor No
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cbseamless
Cite this score: Engagemii (2026). "AEO Score for Catalfano Brothers | North Wales Roofing Contractor PA 19454 | North Wales PA Roofing Contractor | Roofing Contractor No." Retrieved from https://engagemii.com/aeo/brands/cbseamless
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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