Soulja Boy's 'Crank That' won a Grammy for Best Rap Song in 2007.

The statement is false because "Crank That (Soulja Boy)" did not win a Grammy for Best Rap Song in 2007. Although the song achieved significant commercial success and became a viral hit, it was not recognized with a Grammy award in that particular category during that year.