Automate your marketing with real machine learning — across every search platform that matters.
Courses, resources, and tools for SEOs and growth marketers building scalable AI/ML workflows for Search Everywhere — Google, LLMs, TikTok, YouTube, Amazon, and beyond.
150+
MARKETERS IN TRAINING
We’re currently training the next generation of AI/ML-powered marketers and SEO specialists in the MLforSEO Academy.
100+
RESOURCES, TEMPLATES, TOOLS
We’ve created a vast library of resources to help you build AI/ML automation workflows for SEO
800+
COMMUNITY MEMBERS
We’re empowering our community members by sharing tutorials, implementation guides, demystifying AI/ML terms via our glossary and newsletter, and maintaining an active community on Slack
Built for marketers who’d rather automate than copy-paste prompts.
Self-paced, expert-led courses with practical exercises and lifetime access. Pick the workflow you want to automate.
Introduction to Machine Learning for SEOs
Go from zero to running your first ML workflows for SEO. Build classifiers, clusterers, fuzzy matchers, and entity extractors that work in production.
What you’ll learn
- The ‘why’ behind AI/ML for marketers
- Classification workflows
- Clustering for content & queries
- Fuzzy matching at scale
- Entity extraction pipelines
- Content transformation with ML
“Perfect for beginners and seasoned pros.” ★★★★★ · Verified studentView course →
Semantic AI/ML-enabled Keyword Research
Build a semantic keyword universe and an automated content-brief pipeline — from query understanding through SERP analysis to delivery.
What you’ll learn
- Fundamentals of semantic keyword research
- Query understanding & analysis
- SERP analysis with AI
- Search intent classification
- Knowledge graphs & information gain
- End-to-end automated content briefs
- Bonus: AI search systems & synthetic queries
“Crazy amounts of value.” ★★★★★ · Verified studentView course → ✦ NEW
Entity SEO & Knowledge Graph Strategies for Brands
Win in both traditional Google and LLM-driven search by mastering entities, brand recognition, and knowledge graph integration.
What you’ll learn
- Entities & entity extraction (knowledge primer)
- Entity-based search in the LLM era
- Brand entity development & recognition
- Knowledge graphs (knowledge primer)
- Knowledge graph integration & optimization
- Multi-platform brand entity authority
“Beatrice delivered a masterclass for both traditional and modern entity SEO.” ★★★★★ · Verified studentView course →
The training platform for ambitious growth marketers, interested in AI and machine learning
Built on a foundation of expertise and innovation, our platform is designed with beginners in mind, to teach you real machine learning in SEO – everything from training your own models, to implementing AI/ML APIs, but also learning what to do with the data, and how to make the most of the automations.
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