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LM Preservation
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. LM Preservation just got measured.
4/10 means LM Preservation 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 LM Preservation
LM Preservation is a woman-owned, small business providing a full range of historic preservation consulting services to clients throughout New England. Our Principal, Lisa Mausolf, has over three decades of experience providing quality historic preservation expertise and services to local, regional, state and federal agencies, non-profit organizations, owners of historic properties, private developers, architects, and engineers.
Details
Industry: Technology
lmpreservation.comAI Visibility Breakdown
2
Structured Data
4
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
6
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lmpreservation
Cite this score: Engagemii (2026). "AEO Score for LM Preservation." Retrieved from https://engagemii.com/aeo/brands/lmpreservation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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