Launched this week
ClusterAudienceKit
Customer segmentation in Martech pipelines
11 followers
Customer segmentation in Martech pipelines
11 followers
A Python library for customer segmentation in marketing data pipelines — RFM analysis, clustering, segment profiling, and streaming updates in one import. ClusterAudienceKit is a Python library that replaces the scikit-learn + pandas + lifetimes stack for customer segmentation. If you've built this before, you've probably written hundreds of lines of boilerplate glue and still ended up with a pipeline that can't handle 100k customers in any reasonable time.
Would love to see a built-in way to export segment definitions as SQL queries so I can apply them directly in our warehouse without round-tripping back to Python every time we refresh.
Honestly the streaming update part is what sold me, most segmentation libraries just assume static data. RFM + clustering in one import cut my pipeline code way down.