Agree that getting out of atmosphere can be tricky, but seems that China and India expecting to walk on the moon in 15-20 years. So have to assume that the journey isn't that straight forward, and that's with todays technology.
That said I do believe they got to the moon but just can't figure how the hell they managed it back then.