AI SDR for ecommerce works when the e-commerce company sells to other businesses, not to consumers. Three things decide it: a named buyer you can find in a company directory, first year revenue per customer above your cost per booked meeting divided by your close rate, and a deal that needs a conversation. Consumer DTC brands rarely clear all three.