Preference Is Not Permission: Personalizing the Auto-Purchase Line in Agentic Commerce

Ryotaro Shimizu, Sai HtaungKham, Mo Fan

Personalized shopping benchmarks ask which item fits the user; we ask how far an agent may commit on that item, and pose learning the individual's auto-purchase line as a task. The…