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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. Mark Preston just got measured.
4/10 means Mark Preston 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 Mark Preston
AI-Native Product Design Leader. Nearly 20 years across product design, now building governed multi-agent systems and AI design tooling — Repo OS, Massimo, and a Claude-powered Frontend Editor.
Details
AI Visibility Breakdown
1
Structured Data
4
Content Structure
5
Entity Clarity
3
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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Source & Attribution
Scored by Engagemii on June 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/markpreston-co
Cite this score: Engagemii (2026). "AEO Score for Mark Preston." Retrieved from https://engagemii.com/aeo/brands/markpreston-co
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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