Inside Cloudflare’s fix for AI’s data problem
Culture Index
Score Breakdown
Relevance
9/25
Freshness
25/25
Authority
18/20
Brand Signal
4/15
Depth
4/15
5-Axis Cultural Radar
Cloudflare strategy manager Justin Joyce explains why AI agents fail without structured data, and how treating knowledge as a product fixes it.
