Why has Hotel Engine's mobile app usage declined by 20% among business travelers in the last 60 days?

Introduction

Hotel Engine's mobile app usage decline of 20% among business travelers in the last 60 days is a significant 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 product and its users.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into the product, user journey, and relevant metrics. From there, I'll form data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonality at play. Has this 60-day period coincided with any major holiday seasons or typical low-travel periods for business travelers?

Why it matters: Seasonal trends could explain the decline and inform our approach to addressing it. Expected answer: The decline doesn't align with any typical seasonal patterns. Impact on approach: If seasonal, we'd focus on strategies to boost engagement during slow periods.

• Considering the specificity of the decline, I'm curious about our measurement methods. Has there been any change in how we track or define "usage" in the last 60 days?

Why it matters: Ensures we're comparing apples to apples and not chasing a non-existent problem. Expected answer: No changes in measurement methods or definitions. Impact on approach: If there were changes, we'd need to recalibrate our analysis based on the new metrics.

• Given the focus on business travelers, I'm wondering about any shifts in our user base. Have we seen any changes in the types of businesses or industries using Hotel Engine during this period?

Why it matters: Different business types may have different travel patterns and app usage needs. Expected answer: No significant changes in the user base composition. Impact on approach: If there were changes, we'd need to tailor our solution to the needs of the new user segments.

• Thinking about the app itself, I'm curious about recent updates. Have there been any significant feature changes, UI/UX updates, or backend modifications in the last 90 days?

Why it matters: Recent changes could directly impact user behavior and app usage. Expected answer: A minor update was pushed 75 days ago with some UI tweaks. Impact on approach: If significant changes occurred, we'd focus on analyzing their impact and potentially rolling back problematic updates.