Tell users that their form submission was successful
And avoid leaving them confused after they have submitted your form.
How would you have felt if you made a purchase on Amazon and you received no confirmation email? Confused and horrified at first, and then angrily frustrated moments after?
Well, your users will probably feel sort of the same if you don't send an confirmation message after they submit your form—especially if they purchased something from you.