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Christian Manna Guimma Portfolio
AEO Score: 7/10
Monitoring for AI engine activity
In the Engagemii AEO index
#14,244 of 3,247,854 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. Christian Manna Guimma Portfolio just got measured.
7/10 means Christian Manna Guimma Portfolio is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Christian Manna Guimma Portfolio
London-based Senior Software Developer Engineer in Test with 6+ years of experience building automation frameworks, CI/CD pipelines, and reliability tooling with Playwright, Python, pytest, and AWS.
Key Topics
Details
Industry: Technology
christianguimma.comAI Visibility Breakdown
3
Structured Data
8
Content Structure
7
Entity Clarity
7
E-E-A-T Signals
8
Technical AEO
9
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?
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Source & Attribution
Scored by Engagemii on July 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/christianguimma
Cite this score: Engagemii (2026). "AEO Score for Christian Manna Guimma Portfolio." Retrieved from https://engagemii.com/aeo/brands/christianguimma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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