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Colin MacArthur
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. Colin MacArthur just got measured.
4/10 means Colin MacArthur 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 Colin MacArthur
The taboo cybersecurity question Speaking Open Menu Close Menu Colin MacArthur Portfolio Notes Open questions for civic tech The taboo cybersecurity question Speaking Open Menu Close Menu Portfolio Folder: Notes Back Open questions for civic tech The taboo cybersecurity question Speaking Colin MacArthur leads user experience research and design teams for public sector services.
Key Topics
Details
Industry: Technology
colinmacarthur.orgAI Visibility Breakdown
2
Structured Data
3
Content Structure
6
Entity Clarity
2
E-E-A-T Signals
7
Technical AEO
3
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 July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/colinmacarthur-org
Cite this score: Engagemii (2026). "AEO Score for Colin MacArthur." Retrieved from https://engagemii.com/aeo/brands/colinmacarthur-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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