AI Visibility Scorecard
Cool Calc
coolcalc.com · Technology
Somewhat visible. AI bots can read Cool Calc, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#181,486 of 2,707,520 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Cool Calc
from our crawl and measurement
Cool Calc describes itself simply: "Manual J (Load) Calculates how much heating and cooling a home needs so systems are properly sized." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
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 5.9/10, Cool Calc has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Do I need an iPad Pro to use the Lidar scanning feature?
Unlike competitors, Lidar scanning can be performed on an iPhone 12 Pro (or above) or and iPad Pro. Once scan is complete, project can be accessed from any device. An internet connection is not required to perform a scan.
Can projects be shared?
Projects can be shared with other members of an organization, they can also be shared outside of an organization (i.e. with a HERS rater) TESTIMONIALS
Is this your brand?
The exact fixes for Cool Calc
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Calc.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coolcalc
Cite this score: Engagemii (2026). "AEO Score for Cool Calc." Retrieved from https://engagemii.com/aeo/brands/coolcalc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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