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Product Management Metrics Question: Measuring decision fatigue impact on Uber Eats food delivery app

Users are having decision fatigue on the Uber Eats food delivery app. What kind of success metrics would you use to check the impact?

Product Success Metrics Medium Member-only
Metric Definition Data Analysis User Behavior Understanding Food Delivery E-commerce Mobile Apps
User Experience Product Strategy Data Analysis Food Delivery Success Metrics

Introduction

Addressing decision fatigue on the Uber Eats food delivery app requires a strategic approach to success metrics. To tackle this challenge effectively, I'll follow a structured framework covering core metrics, supporting indicators, and risk factors while considering all key stakeholders. This approach will help us understand the impact of decision fatigue and guide improvements to enhance the user experience.

Framework Overview

I'll follow a simple success metrics framework covering product context, success metrics hierarchy.

Step 1

Product Context

Uber Eats is a food delivery platform connecting restaurants, delivery partners, and hungry customers. The app allows users to browse local restaurants, place orders, and track deliveries in real-time. Decision fatigue occurs when users feel overwhelmed by the number of choices available, leading to difficulty in making a selection or even abandoning the app altogether.

Key stakeholders include:

  1. Customers: Want to quickly find and order satisfying meals
  2. Restaurants: Aim to increase visibility and sales through the platform
  3. Delivery partners: Seek to maximize earnings through efficient deliveries
  4. Uber: Wants to grow market share and revenue while maintaining user satisfaction

User flow:

  1. Open app and browse restaurants or search for specific cuisines
  2. Select a restaurant and browse menu items
  3. Add items to cart and customize as needed
  4. Review order, apply promotions, and complete checkout
  5. Track order status and receive delivery

Uber Eats competes with other food delivery apps like DoorDash and Grubhub. The platform differentiates itself through its extensive restaurant network and integration with the broader Uber ecosystem.

Product Lifecycle Stage: Mature growth phase. The food delivery market is well-established, but there's still room for innovation and market share gains.

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