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Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. AutoHVAC just got measured.
7/10 means AutoHVAC is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
AI-powered HVAC load calculation platform. Upload a blueprint, get a Manual J report following ACCA methodology in 60 seconds.
Category: Technology
autohvac.ai10
Structured Data
9
Content Structure
6
Entity Clarity
7
E-E-A-T Signals
7
Technical AEO
5
AI Discoverability
What is a Manual J calculation and why do I need one?
Manual J is the ACCA standard for residential HVAC load calculations. It determines the precise heating and cooling requirements for each room and your entire home based on factors like insulation, windows, orientation, and local climate data. This ensures proper equipment sizing and optimal comfort.
How accurate are AutoHVAC's Manual J calculations?
AutoHVAC uses ACCA Manual J 8th Edition procedures with AI-powered automation. Our calculations match professional desktop software while delivering results 100x faster in just 60 seconds. All reports follow ACCA Manual J methodology and are suitable for permit applications.
Is this Manual J calculator really free?
Yes, your first HVAC load calculation is completely free with no account required. Simply upload your plans and get instant Manual J results. Create an account only if you want to save reports or get additional calculations.
What makes AutoHVAC's free Manual J calculator different?
Unlike traditional Manual J software that takes 30+ minutes and costs $200+/month, AutoHVAC provides AI-powered calculations in 60 seconds, works on any device, and requires no training. You get professional Manual J reports following ACCA methodology instantly.
Can I use this for HVAC permits and code compliance?
Yes, AutoHVAC generates professional Manual J reports following ACCA methodology that are suitable for permit applications. Our calculations include all required elements for code compliance.
What file types can I upload for Manual J calculations?
AutoHVAC accepts PDF blueprints, CAD files (DWG, DXF), image files (JPG, PNG), and building plans for residential new construction projects. Our AI specializes in analyzing residential floor plans and architectural drawings.
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/autohvac-ai
Cite this score: Engagemii (2026). "AEO Score for AutoHVAC." Retrieved from https://engagemii.com/aeo/brands/autohvac-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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