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.
You may also like
Guides & Videos
Convolution Neural Networks in SEO
Convolutional Neural Networks in Search Engine Optimization In this article, we will explore the basics of convolutional neural networks (CNNs), a popular type of neural network used for image…
News
Google Says… Market Brew Sees
Googler's Deposition Offers View Of Google's Ranking Systems As published in Search Engine Journal by Roger Montti on May 15, 2025 A Google engineer’s redacted testimony published online by…
Guides & Videos
Understand Link Penalties and How to Avoid Them
Understand Link Penalties and How to Avoid Them This article aims to provide an overview of link penalties and recoveries in search engine optimization (SEO). It covers the difference between link…