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
SEO Link Flow Analysis Essentials
Link Profile Analysis: The SEO Essentials Link profile analysis is an important aspect of search engine optimization (SEO).In this article, we will discuss the importance of a link profile, how to…
Read More
Guides & Videos
Benefits of SSL/TLS Encryption for SEO
Benefits of SSL/TLS Encryption for SEO In this article, we will explore the basics of SSL/TLS encryption and how it works to secure websites and online transactions. We will also discuss the benefits…
Read More
Guides & Videos
Unlocking Effective SEO Services for Enterprises
How Enterprise SEO Services Drive Scalable Search Growth Most enterprise SEO programs can tell you what happened...few can show you what to change next with confidence. If your roadmap is driven by…
Read More
From ambiguity to actionable insight.
Decode ranking systems, surface leverage points, and deploy with clarity.