My first instinct was to go straight to enforcement but that felt too narrow.
Start by framing the problem as a leakage in the marketplace that threatens trust, safety, and revenue. Then, propose a structured approach: diagnose root causes, quantify impact, and prioritize solutions that balance driver incentives, rider experience, and platform integrity. Finally, recommend a phased rollout with clear success metrics and contingency plans.
Pro tip: Acknowledge the tension between driver earnings and platform rules—drivers may feel cash deals benefit them short-term, so solutions must address their underlying pain points (e.g., high commissions, payout delays) while reinforcing the value of staying on-platform.
Identify why drivers and riders are opting for cash: driver dissatisfaction with fees/payouts, rider incentives (discounts, convenience), or lack of enforcement. Gather data from support tickets, driver forums, and transaction patterns.
Estimate the scale: what percentage of trips are affected? What is the revenue loss, safety risk, and impact on platform liquidity? Use metrics like cash trip rate, driver churn, and rider complaints.
Brainstorm interventions across three areas: (1) driver incentives (e.g., lower commissions, instant payouts), (2) rider incentives (e.g., loyalty points, discounts for in-app payments), and (3) enforcement (e.g., detection algorithms, penalties).
Evaluate solutions by impact, cost, and feasibility. Run A/B tests or pilot programs in select cities to measure effectiveness. Consider unintended consequences like driver backlash.
Roll out successful interventions, monitor key metrics (e.g., cash trip rate, driver satisfaction, revenue), and iterate. Communicate changes clearly to drivers and riders to maintain trust.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.