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.

In this talk, John will reveal how to tap into the most accurate SEO data available, your server logs, without needing an enterprise budget or expensive software. He will guide attendees through a real enterprise log analysis project, focusing on actionable use cases like bot segmentation, crawl frequency patterns, and identifying the most common anomalies that signal major structural flaws. Attendees will leave with a clear, step-by-step playbook and a ready-to-use template for presenting meaningful, undeniable insights directly to their engineering teams.