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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. Vogl Solutions just got measured.
5/10 means Vogl Solutions 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.
Vogl Solutions is an hvac or cvac (heating ventilation airconditioning) repair, maintenance and installation company for the south shore area in Quebec. We specialize in heat pumps (or thermopompes), wall mounted air conditioners, central air furnaces, central air heat pumps and AC and all your heating and cooling needs.
Industry: Media & Entertainment
voglsolutions.com4
Structured Data
5
Content Structure
7
Entity Clarity
4
E-E-A-T Signals
8
Technical AEO
4
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 July 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/voglsolutions
Cite this score: Engagemii (2026). "AEO Score for Vogl Solutions." Retrieved from https://engagemii.com/aeo/brands/voglsolutions
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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