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  • SEO Similarity Matrix

    • SEO Similarity Matrix

    The SEO Similarity Matrix tool allows you to compare the semantic similarity between multiple keyword embeddings and a webpage's content embeddings. This can help you understand how different sections of the page's content stack up against root and long-tail keywords. For detailed embedding insights about a specific keyword, use the AI Overviews Visualizer.

    Enter a URL and up to 10 keywords to create a matrix of cosine similarities. This will calculate the average cosine similarity of each embedding chunk of content on the page, for each keyword.

    How to Use the SEO Similarity Matrix

    The SEO Similarity Matrix is a powerful tool that allows you to explore how Google views your page's content through embeddings:

    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. Enter Keywords: In the input field labeled "Enter Keywords," type or paste the keywords (comma separated) that you would like to calculate.
    3. View Embedding Similarities: Once a URL and keywords are entered, the SEO Similarity Matrix will calculate the embedding similarities for the content on the webpage. You will be able to see the cosine similarity for each content chunk on the page.

    That's it! You are now ready to analyze and explore how each keyword reacts to each piece of content on your webpage using the SEO Similarity Matrix. If you'd like to have us take care of everything, check out our AI SEO Modeling Services.

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