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Callum Novak Portfolio
AEO Score: 4/10
Monitoring for AI engine activity
In the Engagemii AEO index
#1,623,852 of 3,043,371 in Technology for AI visibility
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. Callum Novak Portfolio just got measured.
4/10 means Callum Novak Portfolio 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 Callum Novak Portfolio
Callum Novak Full Stack Software Engineer Hi, I'm Callum I worked for five years in defense as a weapons system engineer and analyst.
Key Topics
Details
Industry: Technology
cjnovak.devAI Visibility Breakdown
1
Structured Data
6
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
5
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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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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cjnovak-dev
Cite this score: Engagemii (2026). "AEO Score for Callum Novak Portfolio." Retrieved from https://engagemii.com/aeo/brands/cjnovak-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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