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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. Scott Harlan P.E. Mechanical Engineering Consultant just got measured.
4/10 means Scott Harlan P.E. Mechanical Engineering Consultant 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.
Scott Harlan P.E. is a professional mechanical engineering consultant in Salinas California specializing in mobile equipment design. With experience in stress analysis, fatigue analysis, 3D modeling and hydraulic system design, he can meet almost any mobile equipment design need.
Industry: Automotive
scottharlanpe.com1
Structured Data
4
Content Structure
6
Entity Clarity
3
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 July 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scottharlanpe
Cite this score: Engagemii (2026). "AEO Score for Scott Harlan P.E. Mechanical Engineering Consultant." Retrieved from https://engagemii.com/aeo/brands/scottharlanpe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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