Audience Segmentation in the AI Era: From Demographics to Topic Clusters
AI-powered audience segmentation goes beyond demographics — topic cluster analysis reveals how audiences actually think and what they are ready to buy.
Dwell Time, Interactive Content, and the Agent Interaction Layer: Building for Two Audiences
Interactive elements that boost human dwell time can simultaneously serve as agent-queryable tools through WebMCP and UCP. Here’s the framework for building content that serves both human engagement and AI agent interaction in 2026.