What caused the sudden 30% decrease in daily active users for SoundHound AI's music recognition app last week?

Introduction

The sudden 30% decrease in daily active users for SoundHound AI's music recognition app last week is a critical issue that demands 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.

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

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this could be related to a recent app update. Has there been any significant update or change to the app in the past week or two?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, I'd focus on changes introduced in that update.

• Considering user segments, I'm curious about the distribution of this decrease. Is the 30% drop uniform across all user segments, or is it more pronounced in specific groups?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The decrease is more significant among iOS users. Impact on approach: I'd prioritize investigating iOS-specific issues or changes.

• Given the nature of music recognition, I'm wondering about any changes in audio processing capabilities. Have there been any reported issues with the app's core functionality of recognizing songs?

Why it matters: Core functionality issues directly impact user engagement. Expected answer: Some users have reported slower or less accurate song recognition. Impact on approach: I'd focus on the technical aspects of audio processing and recognition algorithms.

• Thinking about external factors, has there been any significant change in the competitive landscape, such as a major feature release or promotion by a competitor?

Why it matters: Competitive actions can sometimes explain sudden user behavior changes. Expected answer: No major competitive changes noted. Impact on approach: I'd shift focus more towards internal factors and product issues.