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Exploring topics beyond traditional classification is essential for uncovering emerging customer signals and maintaining catalogue stability. Clustering techniques, such as UMAP and HDBSCAN, help identify dense groups while ensuring quality through noise rejection. This process allows businesses to label clusters effectively, revealing actionable insights and metrics that highlight new opportunities. By prioritizing based on customer feedback and initial engagement, organizations can...