When JavaScript frameworks, dynamic rendering, and headless CMS setups collide, diagnosing what Google and LLMs actually see can feel like guesswork.

This talk explores how to turn Google Search Console’s URL Inspection API into a powerful diagnostic tool — automating checks that reveal hidden rendering and indexing issues long before they impact rankings.

You’ll learn how to build automated workflows that track changes daily, flag anomalies in JS rendering, and give SEOs full visibility into how Google processes modern web content, ensuring LLMs can read that content too.

By the end, you’ll have a practical, API-powered framework for monitoring rendering integrity and indexation health.

Transformer-based AI has changed how search systems interpret and retrieve information, shifting from pages and keywords to relationships between entities, concepts and context. Yet most organisations still manage websites as collections of disconnected content. This talk explores the transition from content management to knowledge management, explaining how structured content, knowledge graphs and headless CMS architectures help brands design content systems built for AI retrieval.