Enhancing marketing precision: leveraging large language models for advanced customer database segmentation

Business application · Eugene Mischenko

How do customer segments change marketing decisions?

Write the offer or action each segment will receive before adding more segmentation detail. Review representative records and ambiguous classifications, then test whether the resulting groups help the team make a different, useful decision. Customer descriptions and purchase history need consistent definitions.

What to measure: Classification consistency, reachable audience size and contribution from the resulting campaign.