The present invention provides methods and systems for incorporating user information such as a user's errands, tasks, and/or online behavior in determining a preferred route between an origin and a destination using a web map planning service. Potential advertisers can use the user information to target particular users who are traveling near a particular route to give users various options to optimize their travel plans.