Case study header

• Type: Teardown
• Stage: Growth
• Loop: Activation, Retention
• Primary metric: Time-to-checkout 60s → <10s (projected)
• Proof: PRD, Prototype, Analysis
• Link: https://smart-repeat-cart-765124320915.us-west1.run.app/
• Note: Independent teardown (not affiliated with Blinkit)
• Validation method: user interviews + behavioral proxy (repeat replenishment patterns) + prototype walkthrough; modeled impact via time-to-checkout reduction

Reducing Reorder Friction: Solving cognitive load for power users via AI-driven cart pre-filling.

• Problem (Context + Pain)
• User Insights (The delight moment) Observation
• Before vs After
• Execution & Role
• Solution / MVP
• Metrics & guardrails (PM-style hierarchy)
• Results / Hypothesis
• Reflection