This paper looks at how two parties negotiate prices with their agents when the agents' costs are private information that is related between them. The information shared between the parties can either help or hurt their ability to offer lower prices. Depending on the situation, having more correlated information can either increase or decrease the parties' payoffs, delay the negotiation process, and affect overall welfare.