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Marcus Macleod's portfolio site
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. Marcus Macleod's portfolio site just got measured.
4/10 means Marcus Macleod's portfolio site 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 Marcus Macleod's portfolio site
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Details
Industry: Technology
codewithmarcus.comAI Visibility Breakdown
1
Structured Data
5
Content Structure
6
Entity Clarity
4
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/codewithmarcus
Cite this score: Engagemii (2026). "AEO Score for Marcus Macleod's portfolio site." Retrieved from https://engagemii.com/aeo/brands/codewithmarcus
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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