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  • AI Mode Visualizer

    • AI Mode Visualizer

    The AI Mode Visualizer simulates how Google’s AI Mode evaluates your content across multiple intents. It compares the semantic similarity between each section of a webpage and a set of keyword embeddings, helping you understand which passages best align with different query interpretations — from root terms to long-tail variations.

    Enter a URL and up to 10 prompts to generate a matrix of cosine similarity scores. Each score reflects how well a 700-character content embedding on the page aligns with each prompt's embedding.

    You can now input a single master query and automatically generate a list of deep research prompts. These are the kinds of exploratory queries Google’s AI Mode might synthesize from the original — giving you a powerful way to preview how your content performs across an entire semantic cluster.

    For deeper insights into a single query, including passage-level matching and exact similarity scores, try the AI Overviews Visualizer.

    How to Use the AI Mode Visualizer

    The AI Mode Visualizer is a powerful tool that allows you to simulate how Google’s AI Mode evaluates your content through embeddings and prompt fan-out clustering:

    1. Enter a URL: In the input field labeled "Enter a URL," type or paste the URL of the webpage you want to analyze.
    2. Generate Prompts (Optional): Use the "Master Prompt" input to enter a single master prompt (like what are the best seo tools?), then click "Generate Prompts" to create a list of deep research prompts that simulate Google’s AI Mode fan-out behavior.
    3. Add or Edit Prompts: You can modify the generated prompts or enter your own manually. These are the phrases the tool will use to compare against the page content.
    4. View Embedding Similarities: Click "Visualize AI Mode Coverage" to generate a heatmap showing how well each content chunk on the page aligns with each prompt. Scores are calculated using cosine similarity across 700-character embeddings.
    5. Drill Down for Insight: Click any score in the matrix to open the AI Overviews Visualizer, where you can explore passage-level matches between prompts and content sections.

    That’s it! You’re now equipped to visualize how Google’s AI Mode might interpret and evaluate your page across a variety of user intents. If you'd like our team to handle the setup and analysis for you, or if you'd like to become a Market Brew partner, check out our AI SEO Modeling Services.

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