AI Visibility Scorecard
LaFerney Commercial Roofing
laferney.com · Home & Living
Borderline visible. AI bots can crawl LaFerney Commercial 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 3 times
Apple Intelligence · Claude · Meta AI
#28,515 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About LaFerney Commercial Roofing
from our crawl and measurement
LaFerney Commercial Roofing, based in Kingsport, TN, describes itself simply: "LaFerney is a commercial roofing contractor serving 11 states since 1976: roof replacement, maintenance programs, warranties and emergency repair." 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 (Place, RoofingContractor, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including Applebot (Siri), ClaudeBot (Anthropic) and Meta AI. By its own structured data it is a roofing business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, LaFerney Commercial Roofing is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for LaFerney Commercial Roofing
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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 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/laferney
Cite this score: Engagemii (2026). "AEO Score for LaFerney Commercial Roofing." Retrieved from https://engagemii.com/aeo/brands/laferney
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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