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AI Visibility Scorecard
Coastline Cooling
coastlinecooling.com · Food & Beverage
Somewhat visible. AI bots can read Coastline Cooling, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · ChatGPT
#61,587 of 1,366,754 in Food & Beverage for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Coastline Cooling
from our crawl and measurement
Coastline Cooling, based in Stuart, FL, describes itself simply: "Coastline Cooling Provides Factory Authorized Service for Refrigeration, Foodservice Equipment, & HVAC Equipment. A CFESA Member Company Serving the State of Florida." Its AI visibility score is 5.8 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, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.9/10, Coastline Cooling has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Coastline Cooling
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Coastline Cooling.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coastlinecooling
Cite this score: Engagemii (2026). "AEO Score for Coastline Cooling." Retrieved from https://engagemii.com/aeo/brands/coastlinecooling
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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