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MAD Mechanical
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. Two-thirds of websites are invisible to them. MAD Mechanical just got measured.
5/10 means MAD Mechanical is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About MAD Mechanical
Get a Free Estimate Get a Free Estimate About Us Contact Us Get a Free Estimate Get a Free Estimate Leading HVAC professionals in the Twin Cities Area MAD Mechanical is a third-generation HVAC company located in Stillwater Minnesota.
Key Topics
Details
Industry: Home & Living
mad-mechanical.comAI Visibility Breakdown
1
Structured Data
6
Content Structure
7
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
2
AI Discoverability
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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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Source & Attribution
Scored by Engagemii on July 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mad-mechanical
Cite this score: Engagemii (2026). "AEO Score for MAD Mechanical." Retrieved from https://engagemii.com/aeo/brands/mad-mechanical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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