The two biggest mistakes are:

• The Interrogation: Asking too many questions too early. It’s better to use “Micro-Votes” or single-question surveys to keep things fun and low-effort.

• Collect and Forget: Asking for a customer’s preference and then ignoring it. If a customer tells you they only shop for men’s clothing, sending them a promotion for women’s dresses immediately breaks their trust.