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  1. Upload file
  2. Select fields
  3. Review groups

Use AI to generate group names that describe the real customers in your CRM data. Upload a CSV or Excel file, choose the fields that matter, and calibrate the groups yourself.

1. Upload customer file :

Delete this session?

This clears your workspace and removes its uploads and results.

Other visitors cannot access your uploads or results in this workspace. Deleting the session clears this workspace and removes its registered uploads.

Selected text is processed by OpenAI for embeddings and group descriptions. Clustering runs on the DemandMap server. Uploads are automatically deleted within 15 seconds of one hour passing since the server last accessed them.

OpenAI’s separate retention policy still applies.
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