In this talk, she will explain what schema markup is and what it isn’t, and how its role is evolving in Google Search and AI-driven systems. She will share real-world examples from Octopus Energy across three continents, along with a practical schema hygiene framework, common misconceptions, and lessons from scaling structured data at enterprise level.