I picked a city pretty fast (went with Lagos, figuring emerging market context would make the 'Lite' angle more defensible) but then I spent way too long on activation metrics and kind of forgot to anchor on why Lite exists in the first place.
Start by clarifying the product context: Uber Lite is a lightweight version of the Uber app designed for emerging markets with low-end devices and poor connectivity. Then, define success in terms of both user and business metrics, using a framework like HEART or AARRR, and tailor it to the chosen city's unique characteristics. Finally, prioritize metrics and set targets based on the product's stage and strategic goals.
Pro tip: Show that you understand the trade-offs between growth and efficiency in a resource-constrained environment, and emphasize the importance of localizing metrics to the city's specific challenges (e.g., smartphone penetration, internet infrastructure).
Restate the goal of Uber Lite: to provide a reliable, low-bandwidth ride-hailing experience in emerging markets. Choose a specific city (e.g., Mumbai, India) and briefly describe its unique characteristics (e.g., high population density, low-end devices, patchy 3G).
Outline the key dimensions of success: user acquisition, engagement, retention, and business impact. Consider both user-centric and business-centric outcomes.
Choose specific metrics for each dimension, such as app installs, DAU/MAU, ride completion rate, retention rate, and cost per acquisition. Prioritize based on the product's current stage (e.g., growth vs. monetization).
Propose realistic targets for each metric, considering the city's baseline and competitive landscape. Explain how you would track progress and iterate.
Discuss potential trade-offs (e.g., growth vs. profitability) and risks (e.g., regulatory changes, competition). Explain how you would balance them.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.