Learning Modules
16 Modules 500+ PatentsMaster Google's ranking systems through structured, patent-backed learning spanning 25 years of innovation.
Module Overview
| Module | Focus | Patents | Time |
|---|---|---|---|
| 1. Semantic Origins | DIPRE, Knowledge Graph Foundation | 2 | 30 min |
| 2. Phrase Indexing | Anna Patterson's Systems | 15 | 2 hrs |
| 3. Entities | Knowledge Graph, Salience | 13 | 2 hrs |
| 4. Query Understanding | BERT, Information Gain | 8 | 1.5 hrs |
| 5. Content Quality | Panda, Site Authority | 5 | 1 hr |
| 6. Links | PageRank Evolution | 6 | 1.5 hrs |
| 7. User Behavior | CTR, Engagement Signals | 8 | 1.5 hrs |
| 8. Modern (2023+) | Latest Innovations | 8 | 1 hr |
| 9. Additional Patents | Deep Dives | 50+ | 3 hrs |
| 10. Comprehensive Expansion | 100+ New Patents | 100+ | 4 hrs |
| 11. Neural & AI | Neural Networks, BERT, LLMs | 120+ | 5 hrs |
| 12. Voice & Conversational | Voice Search, Dialogue | 80+ | 4 hrs |
| 13. User Behavior Signals | Advanced Engagement | 90+ | 4 hrs |
| 14. Content Quality (Panda) | Deep Quality Analysis | 100+ | 5 hrs |
| 15. Crawling & Indexing | Crawl Efficiency, Indexing | 85+ | 4 hrs |
| 16. Structured Data (COMPREHENSIVE) | Schema, JSON-LD, Rich Results | 200+ | 6+ hrs |
How Patents Connect
Key Takeaways by Module Group
Semantic Foundations (Modules 1-2)
- Content meaning matters more than keyword matching
- Phrase relationships establish topical relevance
- Patterns in how information appears affect extraction
Entity Understanding (Module 3)
- Entities are the new keywords
- Salience determines entity importance
- Co-occurrence builds entity associations
Query & Quality (Modules 4-5)
- BERT enables nuanced query interpretation
- Information gain rewards unique content
- Site-wide quality affects all pages
Signals (Modules 6-7)
- Link value depends on click probability
- User engagement validates content quality
- Historical patterns influence trust
Extended Research (Modules 9-15)
- Deep dives into 400+ additional patents
- Neural networks and AI (120+ patents)
- Voice search and conversational AI (80+ patents)
- Advanced user behavior signals (90+ patents)
- Detailed Panda/quality analysis (100+ patents)
- Crawling and indexing optimization (85+ patents)
Structured Data Mastery (Module 16)
- 200+ patents covering structured data, schema markup, and rich results
- 20 categories: From Schema.org interpretation to spam detection
- Complete implementation guides for all schema types
- Patent-derived best practices for each category
Learning Path Recommendations
Complete Beginner: Modules 1-8 (7 hours total)
- Foundation in core ranking concepts
- 65 core patents covering fundamentals
Intermediate SEO Professional: Modules 1-16 (40+ hours total)
- Comprehensive understanding of ranking factors
- 500+ patents across all topics
- Deep expertise in neural/AI search
Structured Data Specialist: Focus on Modules 3, 6, 11, 16
- Entity understanding and knowledge graphs
- Link analysis and ranking
- Neural processing systems
- Structured data mastery
Start with Module 1: Semantic Search Origins