A prospect is a lead that has been qualified: they match your ideal customer profile and have a real, identified need. The line between lead and prospect is qualification.
Treating every lead as a prospect wastes rep time. Treating no leads as prospects misses revenue. Good qualification draws the line accurately.
AI qualification on the first conversation promotes the right leads to prospects automatically, without a rep manually vetting each one.