Growth-stage lifestyle D2C brand (₹80–120 Cr GMV)
Blended ROAS had eroded from ~4x to ~2.2x across two quarters. Creative fatigue, no incrementality view, over-reliant on a single lookalike seed.
Signal rebuild, creative testing engine and first-party audiences pushed ROAS back to 4.9x within two sprint cycles and grew new-customer share of revenue.