What seems to be going on is this: people are convinced by the arguments until they see that the source of the message can't be trusted. But people don't tend to process the discounting cue very thoroughly. So, over time, people forget they discounted the information and the content of the persuasive message, which was processed thoroughly, does its devilish work.
Source: here