Does adding a frequent flyer number on the purchase page of a Deem online reservation also add it to my profile?

Great question! No, adding a frequent flyer or other information on the purchase page of an online Deem reservation does not add that information to your profile. The purchase page is used for information that affects only the one reservation being purchased.