Hyperlocal Nightlife

Challenge

Small-city nightlife is fragmented across group chats, venue pages, and guesswork, making it hard to know where the right crowd is gathering.

AI Twist

A social heat engine predicts where momentum is forming before venues feel packed, using crowd signals, friend intent, and timing patterns as a living nightlife graph.

System Build

Created a social discovery experience with venue context, crowd signals, and contact-aware nightlife planning for quick decisions.

Outcome

Gave users a faster way to choose where to go while giving venues a stronger signal about local demand.