AI Visibility Scorecard
Cool By Design
coolbydesignfl.com · Home & Living
Borderline visible. AI bots can crawl Cool By Design, 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 13 times
Meta AI · Claude
#28,515 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
43
Muse Index Score
iAI agent readiness
Agent-ready · 43/100
0
AI Adoption
iNone detected · 0/100
About Cool By Design
from our crawl and measurement
Cool By Design is a Oakland Park, FL business whose own site puts it this way: "#1 HVAC company in Oakland Park, FL, Cool By Design Air Conditioning Experts offers top-rated service, free estimates, and special discounts for your comfort." 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 (LocalBusiness, Organization, Place) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
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, Cool By Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHY CHOOSE Cool By Design?
Cool By Design Inc strives to be the industry leader in residential air conditioning in South Florida. We take a “whole home” approach to home comfort and air quality. Our mantra is “think outside the box”, while most players in our industry only focus on “the box”, the air conditioning units themselves. We know there are many facets to home comfort and air quality beyond just “the box “.
Is this your brand?
The exact fixes for Cool By Design
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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 Cool By Design.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coolbydesignfl
Cite this score: Engagemii (2026). "AEO Score for Cool By Design." Retrieved from https://engagemii.com/aeo/brands/coolbydesignfl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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