A marketing team has customer purchase histories but no predefined segment labels. It wants to discover groups with similar purchasing behavior for later business analysis. Which technique is most appropriate?

1. Reinforcement learning using a robot navigation reward.
2. Supervised classification using segment labels that do not yet exist.
3. Unsupervised clustering.
4. Regression using customer ID as the numeric target.