Advanced Course•Updated January 20, 2026
Product-Led LLM SEO Mastery
The definitive masterclass on dominating AI search results and Answer Engines. Move from legacy keywords to a product-led AEO strategy that drives automated authority.
Product-Led LLM SEO Mastery
Master the shift from traditional search engines to Answer Engines (AEO). This course provides a complete technical and strategic blueprint to ensure your product is the #1 citation for every relevant AI search query.
What You Will Learn
Module 1: The Vector Search Foundations
- Understanding Semantic Embeddings vs. Lexical Match
- How LLMs "Think" About Your Brand
- The 23-Word Query Revolution
Module 2: High-Level SEO Architecture
- The Nodal Content Model: Scaling with Clusters
- Shallow Web Logic: The 3-Click Rule for AI Crawlers
- Technical AEO Setup: llm.txt and Advanced Schema.org
Module 3: Full-Funnel LLM Coverage
- Capturing "Awareness" through Niche Ubiquity
- Managing "Comparisons" in AI Hallucination Windows
- Driving High-Intent Conversions via Answer Citations
Module 4: The 2026 AEO Content Stack
- Designing "Chunkable" Content for RAG Retrieval
- Flesch-Kincaid Optimization for AI Tokenizers
- Programmatic SEO for 10,000+ Answer Nodes
Module 5: Vector Association & Consensus
- Building Authority in AI "Vector Space"
- Third-Party Node Strategy: Reddit, Substack, and Beyond
- Measuring Success: From SERP to Citation Share
Who This Course Is For
- Product Marketers looking to stay ahead of the AI shift.
- SEO Specialists transitioning to Answer Engine Optimization (AEO).
- Founders & CTOs building the next generation of discoverable platforms.
Your Instructor: SDABusiness Team
Developed by the SDABusiness engineering team, this course synthesizes thousands of hours of AI research into an actionable, technical framework.
