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Product Management Analytics Question: Evaluating customer loyalty program metrics for Ctrip

Asked at Ctrip

15 mins

what metrics would you use to evaluate ctrip's customer loyalty program?

Product Success Metrics Medium Member-only
Metrics Analysis Customer Retention Product Strategy Travel E-commerce Hospitality
Product Strategy Analytics Metrics Travel Tech Customer Loyalty

Introduction

Evaluating Ctrip's customer loyalty program requires a comprehensive approach to product success metrics. To address this challenge effectively, I'll follow a structured framework that covers core metrics, supporting indicators, and risk factors while considering all key stakeholders. This approach will help us gain a holistic view of the program's performance and impact on Ctrip's business.

Framework Overview

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

Step 1

Product Context

Ctrip's customer loyalty program is a key component of their customer retention strategy in the highly competitive online travel industry. The program likely offers points or rewards for bookings, which can be redeemed for discounts, upgrades, or exclusive offers.

Key stakeholders include:

  1. Customers: Motivated by value and personalized experiences
  2. Ctrip: Focused on increasing customer lifetime value and market share
  3. Travel partners: Interested in increased bookings and brand exposure

User flow:

  1. Sign-up: Users register for the program, typically during account creation or booking
  2. Earn: Points are accumulated through bookings and other activities
  3. Redeem: Users spend points on rewards, encouraging repeat business

The loyalty program fits into Ctrip's broader strategy of differentiating itself in the Chinese travel market and building long-term customer relationships. Compared to competitors like Fliggy or Qunar, Ctrip's program may offer unique benefits leveraging their wide range of travel services.

Product Lifecycle Stage: The loyalty program is likely in the growth or maturity stage, given Ctrip's established market position. At this stage, the focus is on optimizing engagement and expanding the program's value proposition.

Software-specific context:

  • Platform integration with Ctrip's main booking systems
  • Real-time points tracking and redemption capabilities
  • Personalization algorithms for targeted offers

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