Discover places
built for you.

Recommendations driven by your social graph — your interests, your friends' visits, and your neighbourhood, all connected.

How to explore the demo

🗺️

Pick an area

HSR Layout or Koramangala — 834 real OSM places.

👤

Switch users

Same area, different social graph → different results.

🔗

View connections

See which graph relationships drove each recommendation.

✦

Explore

Pick a user to see their graph-based recommendations.

Choose who you are

Each user has a different social graph and different interests. Pick different users to see how recommendations change.

Demo — no real authentication

Discover placesbuilt for you.