The Welshman says he sought advice from the former England stars, as well as Steve McManaman and Jonathan Woodgate, before moving to the Spanish giants.
The Wales international was involved in a protracted transfer saga this summer, with Los Blancos eventually spending a reported 100 million euros to lure him away from Tottenham.
Bale spoke to the likes of Beckham and Owen, who both previously played for Real Madrid, as well as Steve McManaman and Jonathan Woodgate ahead of his move.
"All of them," Bale said when asked if he contacted former Real Madrid players before the move. "David Beckham texted to wish me good luck and stuff. It was very nice and I appreciated it. He trained at Tottenham with me for a while, so I know him quite well anyway and it’s nice of him just to give a text and a call. I know Jonathan Woodgate from my time at Tottenham, so I speak to him now and again. I met Steve McManaman when I did an interview and we spoke for a bit.
"They have been in this situation as well. They give good words of advice. I take it on board and it’s helping me a lot out here."
The 24-year-old has also insisted that he has never discussed his transfer fee with current teammate Cristiano Ronaldo.
"The amount that was paid is not something I think about. I just want to concentrate on the football," he said. "The transfer fee or the money paid is nothing to do with me. I just want to be the best player I can be. There is no rivalry with Cristiano, nothing has been said about the fee at all. We get on very well and since day one he’s been amazing to me. He’s helped me a lot on and off the pitch.
"Cristiano has just given me encouragement in every game, given me confidence and he’s helped me along with his experiences when he first came. He’s been brilliant."