The 18-year-old makes his first loan move away from the Potters having been a stand-out performer in their Elite Development Squad.
Alabi, who began his career with Celtic, featured against the Iron in a friendly for Stoke on Monday.
The London-born forward will stay at Glanford Park until after the home clash with Doncaster Rovers on Saturday March 23.
