Resources
Learn to win the AI shelf.
Guides, playbooks, and field notes on GEO, AEO, AISO, and the AI visibility discipline behind CitePulse.
Featured guide
The complete guide to GEO, AEO, and AISO
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 GEO, AEO, and AISO
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