This research studies the Jeddah Waterfront in an attempt to model, then understand the pedestrian-waterfront engagement dynamics. A new tool for creating visibility graphs was created, with components allowing the use of directed visibility graphs, night-time lighting and weighted visual attractors. Pedestrian activity subgroups were then defined and associated with various spatial metric patterns resulting in a set of design recommendations for the ongoing Jeddah Waterfront expansions.