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AI Visibility Scorecard
Stephen Mwangi
stephenmwangi.com · Technology
Somewhat visible. AI bots can read Stephen Mwangi, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#627,637 of 2,641,190 in Technology for AI visibility
5.3
/10
AEO Score
About Stephen Mwangi
from our crawl and measurement
Stephen Mwangi is a business whose own site puts it this way: "Hi, I’m Stephen! I’m a Software Engineer based in Nairobi, Kenya. I’m currently doing backend development in Golang & Python at work, casually writing some TypeScript, and learning." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
1
Forum and community discussion.
Social Mentions
1
Social discussion and mentions.
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. Roughly two-thirds of sites are invisible to them. At 5.3/10, Stephen Mwangi has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Stephen Mwangi
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stephenmwangi
Cite this score: Engagemii (2026). "AEO Score for Stephen Mwangi." Retrieved from https://engagemii.com/aeo/brands/stephenmwangi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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