Distance Aware Activity Proximity Filtering

via “distance-aware activity proximity filtering”

Unique: Ranks recommendations by proximity and travel time rather than generic relevance; enables spontaneous decision-making by surfacing nearby activities that are actually reachable within user's time constraints

vs others: More practical for spontaneous exploration than static itineraries, but less sophisticated than dedicated navigation apps that integrate real-time transit data and accessibility information