▶️Launch and Monitoring

After carefully configuring all parameters of your new clusterization in the Cluster Designer – from basic settings, through limits and goals, parameter selection, Custom Label setup, to product dynamics management – you are ready to start the actual process of creating clusters.

1. Launching the Clusterization Process

  • Final check: Before starting the process, we recommend quickly going through all settings once more to make sure they match your intention.

  • Launch button: In the Cluster Designer interface, you will find a button designed to start the clusterization operation (Arrow icon).

  • What happens after clicking: After clicking this button, Karsa Labelizer sends your configuration and product data for processing by its AI algorithms. In the background, a complex computational task begins that analyzes the data and creates optimal grouping of products into clusters.

2. Monitoring the Operation Progress

Once the clusterization process is launched, it is important to be able to monitor its status and progress.

  • Operation Manager: You can monitor the progress of this computationally intensive operation in the Operation Manager module. Here you should see your newly launched task and its current status.

  • Expected duration: The actual calculation and creation of clusters usually takes 2 to 15 minutes. The exact time depends on several factors:

    • Number of products: A larger number of products naturally requires more processing time.

    • Data distribution: The complexity and variability of your product data can affect the computational intensity.

    • Number of cluster combinations explored: Depending on the set limits and chosen parameters, the AI may search through a varying size of possible solution space.

3. What Happens After Completion?

  • Creation of a new clusterization category: After successful completion of the process, Karsa Labelizer automatically creates a new category in your structure that bears the name of your clusterization. Inside this category, you will find the individual generated clusters as its subcategories. These clusters represent specific groups of products ready for analysis and subsequent use in your campaigns.

  • Ready for analysis: Your new clusterization is now ready for detailed exploration using reports in the IV. Analysis and Optimization section. You can check metrics such as Consistency, look at the characteristics of individual clusters, and the products they contain.

  • Transition to production: If you are satisfied with the resulting design, you can switch the clusterization to production mode (ProductionRun) to start generating Custom Labels into Google Merchant Center and possibly activate dynamic product movements.


Launching the clusterization is the culmination of your configuration work in the Cluster Designer. Thanks to monitoring in the Operation Manager, you have an overview of what is happening, and after completion, you can smoothly move on to analyzing the results. This step completes the configuration within the Cluster Designer section.

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