Resources
Learn to win the AI shelf.
Guides, playbooks, and field notes on Agentic Commerce and AI Search Optimization: the discipline behind CitePulse.
Featured guide
The complete guide to Agentic Commerce + GEO
Why AI engines ignore most brands, and the exact structure, signals, and content that get you cited. Read time 14 min.
Read the guide →Guide
How the Citation Visibility Index works
The dual-track model behind your CVI score: statistical signals plus LLM analysis.
8 min readPlaybook
Structured data that AI engines actually read
Product and Offer schema, identifiers, and the fields that decide inclusion.
11 min readFoundation
The complete guide to Agentic Commerce + GEO
Why AI engines ignore most brands and the exact structure, signals, and content that get you cited.
14 min readGuide
E-E-A-T for machines, not just Google
How experience, expertise, authority, and trust map to AI retrieval.
9 min readPlaybook
Building entity authority in the AI knowledge graph
How to make your brand a recognizable, consistent entity that models can trust.
8 min readField notes
Content optimization for citation
Practical patterns for writing content that LLMs prefer to cite and reference.
7 min read