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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. Lakeshore Insulation just got measured.
4/10 means Lakeshore Insulation 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.
Lakeshore Home Our Products Technical Specs Contact us Over 20 years serving West Michigan Lakeshore Insulation, established in 1986, has been serving homeowners and general contractors of all sizes in the Western Michigan area with all their insulation needs for both new and existing applications.
1
Structured Data
5
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
5
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
Personal 50% off code at checkout
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Scored by Engagemii on June 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lakeshoreinsulation
Cite this score: Engagemii (2026). "AEO Score for Lakeshore Insulation." Retrieved from https://engagemii.com/aeo/brands/lakeshoreinsulation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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