AI Visibility Scorecard
Sunroom Contractor in Holbrook
fourseasonsli.com · Home & Living
Borderline visible. AI bots can crawl Sunroom Contractor in Holbrook, 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 9 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#220,356 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Sunroom Contractor in Holbrook
from our crawl and measurement
"Please call us at 6313254042 now to learn more about Four Seasons Sunrooms or our Sunroom Contractor services in Holbrook NY." That is how Sunroom Contractor in Holbrook of Holbrook, NY introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
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 4/10, Sunroom Contractor in Holbrook is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Sunroom Contractor in Holbrook
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fourseasonsli
Cite this score: Engagemii (2026). "AEO Score for Sunroom Contractor in Holbrook." Retrieved from https://engagemii.com/aeo/brands/fourseasonsli
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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