Personalization is complex in concept and is complex in execution. Preparing a project plan required two main activities. First, reaching out to a large number of study participants to understand several components, from mental models, to preferences to expressed and implied needs. Second, understanding the history of personalization on the web, from available techniques and their evolution to case studies of failures and successes.