AI Visibility Scorecard
Frostwave AI
frostwaveai.com · Home & Living
Somewhat visible. AI bots can read Frostwave AI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#396,131 of 1,374,181 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About Frostwave AI
from our crawl and measurement
"Frostwave AI builds custom AI systems for HVAC businesses, voice receptionists, lead automation, websites, and more. Built for the trades." That is how Frostwave AI introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (ProfessionalService), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
No inbound links found yet.
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 5.1/10, Frostwave AI has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Frostwave AI
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/frostwaveai
Cite this score: Engagemii (2026). "AEO Score for Frostwave AI." Retrieved from https://engagemii.com/aeo/brands/frostwaveai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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