What caused the sudden 30% decrease in Hotel Engine's loyalty program point redemptions during Q2?

Introduction

The sudden 30% decrease in Hotel Engine's loyalty program point redemptions during Q2 is a critical issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the loyalty program and overall business.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Can you provide any historical data on Q2 redemption rates compared to other quarters?

Why it matters: Seasonal patterns could explain the decrease and inform our solution approach. Expected answer: Q2 typically shows steady redemption rates. Impact on approach: If Q2 is usually stable, we'll focus on non-seasonal factors.

• I'm curious about any recent changes to the loyalty program structure. Have there been any modifications to point earning or redemption policies in the past 3-6 months?

Why it matters: Program changes could directly impact user behavior and redemption rates. Expected answer: No major changes have been implemented recently. Impact on approach: If changes were made, we'd investigate their specific impact on redemptions.

• Considering user segments, I'm wondering if this decrease is uniform across all user types. Can you share any data on how different user segments (e.g., business vs. leisure travelers) have been affected?

Why it matters: Identifying affected segments could pinpoint specific issues or user needs. Expected answer: The decrease is relatively uniform across segments. Impact on approach: If certain segments are more affected, we'd tailor our solution to those groups.

• Given the significant drop, I'm concerned about potential technical issues. Have there been any reported problems with the redemption process or the app/website during Q2?

Why it matters: Technical glitches could be preventing users from redeeming points. Expected answer: No major technical issues have been reported. Impact on approach: If technical problems exist, we'd prioritize fixing these issues immediately.