Schema Markup for AI Search: Beyond Product Schema
Google and Microsoft confirmed in 2025 that they actively use schema markup for generative AI features. 81% of AI-cited pages include structured data. Here is the complete implementation guide — including what the data actually shows works, and what it doesn’t.
The Post-Keyword Brand: Building Topical Authority When Search Intent Is Delegated
Keyword rankings still exist. But the buyers who matter are delegating their search intent to AI — and AI selects brands based on topical authority signals, not keyword positions. Here is what brand-building looks like when the query is no longer the starting point.
How Google AI Mode Changes Organic Search Strategy in 2026
How Google AI Mode Changes Organic Search Strategy in 2026 Google AI Mode is not a feature update. It is a structural change to how the dominant search engine on Earth produces an answer. For two decades, organic SEO was a contest to be one of ten blue links. In AI Mode, there are no […]
Perplexity, ChatGPT, and Gemini: How Each AI Search Engine Picks Its Sources
Perplexity, ChatGPT, and Gemini: How Each AI Search Engine Picks Its Sources If you treat AI search engines as interchangeable, you will lose. They are not. Perplexity, ChatGPT, and Google’s Gemini-powered search each select sources differently, weight authority differently, and reward different content patterns. A page that gets cited constantly in Perplexity may never appear […]
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.