Visualize Google’s AI Mode — See How Your Content Stacks Up

In this tutorial, we walk you through the new AI Mode Visualizer — a free tool that helps you understand how Google’s AI Mode scores your content using embeddings and cosine similarity.

You’ll learn how to:

  • Enter a webpage URL and up to 10 prompts (or generate them from a master query)
  • See a full matrix of cosine similarity scores between each prompt and every 700-character passage on your page
  • Click any score to open the AI Overviews Visualizer for a detailed embedding-level breakdown
  • Use this insight to realign your content with modern ranking behavior in Google’s AI-powered search


Whether you're recovering from ranking drops or optimizing for AI Overviews, this tool gives you visibility into how AI interprets your site — not just how it appears to human readers.

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