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AI Visibility Scorecard
Data Science & Machine Learning 101
bowtiedraptor.substack.com · Technology
Somewhat visible. AI bots can read Data Science & Machine Learning 101, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#39,593 of 2,623,137 in Technology for AI visibility
6.8
/10
AEO Score
About Data Science & Machine Learning 101
from bowtiedraptor.substack.com
By Data Professionals, for Data Professionals. This is your centralized Website that has all of your data professional needs: We cover: - Money Making Guides - Job Searching - Technical Skills (R
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
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
1
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
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions found yet.
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 6.8/10, Data Science & Machine Learning 101 has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Data Science & Machine Learning 101
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bowtiedraptor-substack
Cite this score: Engagemii (2026). "AEO Score for Data Science & Machine Learning 101." Retrieved from https://engagemii.com/aeo/brands/bowtiedraptor-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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