Spurs were favorites to beat Chelsea in the race for the South African international.
Pienaar has confirmed on his official Twitter website that he will join Tottenham.
Writing on social networking website Twitter, Pienaar has said: “To end speculation I am going to Spurs.
“I’ve had brilliant years at Everton and it will always be a special place in my heart.”