Nearby Places Search

Build radius search for places with coordinates and visibility rules. Nearby cells cross partition boundaries, index updates lag, and dense areas contain far more candidates than rural ones.

• Validate coordinates and cap radius/result size.
• Cover neighboring spatial cells before exact distance checks.
• Apply current visibility rules before returning results.
• Define index freshness and pagination semantics.