Ride-hailing platforms in India serve a broad range of daily travel needs, from structured work routines to spontaneous nighttime trips. Understanding when users are most active throughout the day helps mobility providers allocate driver supply, set dynamic pricing strategies, and design targeted promotions that match real demand patterns. Morning and evening windows represent the clearest opportunity for service optimization, while daytime and late-night slots call for distinct operational approaches. Platforms that align their capacity planning with these usage rhythms are better positioned to improve reliability and rider satisfaction across urban markets.