“Attribution Without Chaos”

Schema Markup for AI Search: Beyond Product Schema

GEO generative engine optimization — content signal rising into AI search visibility

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.