Facebook released today (Feb 29) Timeline for Pages. It provides private messaging between fans and the organization.
Is there a way to access these messages?
Well, as of March 29 this API became available. It's working well. Check FB's API documentation.
Refer to https://developers.facebook.com/docs/reference/api/page/#conversations