got to refinishing the brake pedal a few weeks back, I used a similar product to evaporust and soaked the pedal for between 24-48 hours, cleaned up nice, and prepped for paint, I'm happy with the result.
Also threw the pedal support in which was covered in surface rust, that came out really clean as well, I've coated that in Boeshield to maintain the natural finish.