“Attribution Without Chaos”

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 Website That Can See Itself

What would your website say if it could speak? Probably that nobody — not the writer, not the reader, not the AI — can actually see the full pattern of what’s been built. Topic Intelligence changes that.