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CALUM is all you need
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#432,419 of 3,072,047 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. CALUM is all you need just got measured.
5/10 means CALUM is all you need 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 CALUM is all you need
CALUM is all you need is a brand in the technology category. View their AI visibility score and details below.
Details
Industry: Technology
calumnguyen.comAI Visibility Breakdown
4
Structured Data
3
Content Structure
7
Entity Clarity
4
E-E-A-T Signals
5
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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/calumnguyen
Cite this score: Engagemii (2026). "AEO Score for CALUM is all you need." Retrieved from https://engagemii.com/aeo/brands/calumnguyen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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