Rebuilding Content for Generative Retrieval
Step-by-step procedural guides for restructuring and migrating content
Migration Guides
Restructuring Content for AI
How to restructure existing content for generative retrieval and citation.
Migrating Legacy Blogs
Step-by-step process for migrating legacy blog content to AI-retrievable formats.
Chunking Existing Content
How to apply content chunking and prechunking to existing content libraries.
Retiring Low-Confidence Pages
How to identify and retire pages that cannot be retrieved by generative engines.
Rebuilding Sites for Retrieval
Complete site architecture rebuild for generative retrieval optimization.
Procedural Guides
These guides are procedural. People will follow them line-by-line.
Each guide includes:
- Step-by-step instructions
- Verification checkpoints
- Common pitfalls
- Success criteria
Related Systems
- Generative Engine Optimization — Foundational mechanics
- Content Chunking — Presentation structure
- Prechunking — Extraction structure
- AI Search Operations — What to stop doing
Migrations of this type affect content, structure, and inference behavior simultaneously. On large properties, this work often spans multiple teams and deployment cycles.
We assist organizations when internal capacity or risk tolerance makes this difficult to execute alone.