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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. Test drive a heat pump just got measured.
4/10 means Test drive a heat pump 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.
Tools to easily see, hear, and feel what it might be like to have a heat pump.
Industry: Education
heatpumptd.com2
Structured Data
7
Content Structure
5
Entity Clarity
2
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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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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Scored by Engagemii on June 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/heatpumptd
Cite this score: Engagemii (2026). "AEO Score for Test drive a heat pump." Retrieved from https://engagemii.com/aeo/brands/heatpumptd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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