Repeated information is perceived to be more truthful than new information. Prior knowledge does not reduce the significance of the effect. Basically the more someone repeats something the more it will be believed.
See also:
- Trump paradox is even more interesting because he tells the truth about things he shouldn’t and lies awfully about things he should.