This is not true. I did a lot of research on citric acid a year or so ago because I was led to believe this same thing. I bought some and experimented with various strength solutions and never experienced much success. In the end, I bought some litmus strips (remember them from chemistry class?), and the citric acid solution tested out with a pH of 1.5, which is highly acidic. When I tested some Evaporust with the same strips, it yielded a pH of 7 (neutral), the same as distilled water. In the end, I was very disappointed with citric acid as a rust removal agent.