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AI Visibility Scorecard
Sunroom Contractor in Holbrook
fourseasonsli.com · Home & Living
Somewhat visible. AI bots can read Sunroom Contractor in Holbrook, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
ChatGPT · Claude · Apple Intelligence
#239,972 of 1,243,672 in Home & Living for AI visibility
5.3
/10
AEO Score
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. Its AI visibility score is 5.3 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 (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
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.3/10, Sunroom Contractor in Holbrook has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sunroom Contractor in Holbrook
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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