AI Image Generation in March 2026: The Visual Intelligence Layer Content Teams Are Missing
A March 2026 snapshot of AI image generation models, IPTC/XMP metadata pipelines, and why the visual layer is becoming a GEO, AEO, and agentic commerce signal that content intelligence platforms need to measure.
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.
Competitive Intelligence for Marketers: What AI Makes Possible That Manual Research Cannot
AI-powered competitive intelligence gives B2B marketers continuous market signal instead of quarterly snapshots — here is what that enables and how to operationalize it.
GEO vs. SEO: How Generative Engine Optimization Changes the Content Game
Generative Engine Optimization (GEO) is the new discipline alongside SEO — optimizing content to be cited by ChatGPT, Perplexity, Gemini, and Google AI Overviews.