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Product Management Analytics Question: Measuring success of Aura's core meditation app feature using engagement metrics

Asked at Aura

12 mins

how would you measure the success of aura's aura core feature?

Product Success Metrics Medium Member-only
Metrics Definition Data Analysis Product Strategy Health & Wellness Mobile Apps AI & Machine Learning
User Engagement Product Analytics Meditation Apps AI Personalization Retention Metrics

Introduction

Measuring the success of Aura's core feature is crucial for understanding its impact and guiding future development. To approach this product success metrics problem effectively, I'll follow a structured framework that covers core metrics, supporting indicators, and risk factors while considering all key stakeholders.

Framework Overview

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

Step 1

Product Context

Aura's core feature is a personalized meditation and mindfulness experience delivered through a mobile app. It uses AI to tailor content to each user's needs, mood, and preferences. Key stakeholders include:

  1. Users seeking stress relief and improved mental well-being
  2. Content creators (meditation guides, mindfulness experts)
  3. Aura's product team and leadership
  4. Investors looking for growth and profitability

The user flow typically involves:

  1. Onboarding: Users answer questions about their goals and preferences.
  2. Daily check-in: Users indicate their current mood and energy levels.
  3. Personalized content delivery: AI suggests appropriate meditations or exercises.
  4. Practice: Users engage with the content, often guided by audio or video.
  5. Reflection: Users can rate sessions and track their progress over time.

Aura's core feature aligns with the company's mission to make mental wellness accessible and personalized. It competes with apps like Calm and Headspace but differentiates through its AI-driven personalization.

In terms of product lifecycle, Aura's core feature is in the growth stage. It has proven product-market fit and is now focused on scaling user acquisition and engagement.

Software-specific context:

  • Platform: Native iOS and Android apps with a cloud-based backend
  • Integration points: Wearable devices for biometric data, social media for sharing
  • Deployment model: Continuous delivery with weekly app updates

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