Site-wide Blogs Topic Clustering

Implement site-wide topic clustering for your blogs using semantic clustering.

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Blog clustering is the process of grouping similar blog posts together by analyzing their content. This helps content creators better organize their site and allows search engines to recognize related themes on a website. By automatically clustering posts into topics, you gain a clearer view of your content structure, making it easier to tailor your SEO strategies.

Building the "Cluster Blog into Topics" App

Step 1: Extracting Sitemap URLs

In the first step of the app, the Extract Sitemap URLs node retrieves a list of URLs from a website's sitemap. You provide the sitemap URL and a blog prefix, which acts as a filter to narrow down the URLs to only those belonging to your blog. With a limit set to 25, the function ensures that you get a concise list, making it easier for the subsequent clustering process to work with a relevant subset of blog posts.

Step 2: Performing Semantic Clustering

The second step leverages semantic clustering to group the extracted blog URLs into topics. In this step, you specify the number of topics (or clusters) you want, which determines how the content will be segmented. The clustering function processes the table of URLs from the first step and assigns each blog post to a cluster. It also generates short, meaningful labels to briefly describe the content theme of each cluster. This organized structure helps in visualizing the diverse topics present in your blog and serves as a guide for further content planning and optimization.

Customizing the App for Your Needs

Adjust the Cluster Count: Depending on the number of blog posts or the diversity of topics on your site, you can modify the 'Number of Topics' input to fine-tune how granular the clusters should be.
Refine the URL Filter: Use the 'Blog Prefix' field to target specific sections of your site, ensuring that only relevant blog posts are clustered. This is particularly useful if your sitemap contains a mix of content types.
Enhance Label Precision: While the app generates short descriptive labels, you can customize the clustering function further if you need more detailed explanations or different label types for your topics.
Integrate with Other SEO Tools: Combine this clustering app with other SEO automation workflows on the platform to analyze performance metrics, content gaps, and further refine your topical clusters.

Running the App at Scale

Prepare a CSV file containing multiple sitemap URLs along with their respective blog prefixes and desired number of topics.
Head to the Bulk Runs section on Moonlit Platform and create a new job, ensuring that each column is correctly mapped to the respective inputs.
Run the job to process all the sitemaps simultaneously, allowing you to cluster blog posts across different websites or sections at once.

Build and Explore More SEO Tools

Moonlit Platform offers a comprehensive no-code environment to build and customize your own SEO tools. Whether you're clustering blog topics, optimizing content workflows, or analyzing website data, you can explore a variety of curated apps designed to streamline your SEO processes. Sign up today and begin creating tools that help you organize and enhance your digital content efficiently.