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Product Management Analytics Question: Evaluating metrics for Niantic's location-based AR gaming technology
Image of author vinay

Vinay

Updated Dec 1, 2024

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what metrics would you use to evaluate niantic's location-based gaming technology?

Product Success Metrics Medium Member-only
Metric Definition Data Analysis AR Technology Understanding Gaming Augmented Reality Mobile Apps
User Engagement Product Analytics AR Gaming Niantic Location-Based Technology

Introduction

Evaluating Niantic's location-based gaming technology 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 allow us to assess the technology's performance, user engagement, and business impact holistically.

Framework Overview

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

Step 1

Product Context

Niantic's location-based gaming technology is a platform that enables the creation of augmented reality (AR) games and experiences tied to real-world locations. This technology powers popular games like Pokémon GO and Harry Potter: Wizards Unite, as well as the Lightship platform for developers.

Key stakeholders include:

  • Users: Gamers seeking immersive, location-based experiences
  • Developers: Third-party creators using the platform
  • Advertisers: Businesses leveraging location-based marketing
  • Niantic: The company driving revenue and innovation

User flow typically involves:

  1. Opening the app and granting location permissions
  2. Exploring the real world to discover virtual elements
  3. Interacting with AR objects, other players, and real-world landmarks

This technology is central to Niantic's strategy of blending digital and physical worlds, positioning them as leaders in the AR gaming space. Compared to competitors like Apple's ARKit or Google's ARCore, Niantic's technology is more focused on large-scale, outdoor experiences and has a stronger emphasis on social and location-based features.

In terms of product lifecycle, the core technology is in the growth stage, with ongoing refinements and new applications being developed.

Software-specific context:

  • Platform: Cross-platform (iOS, Android)
  • Integration points: GPS, camera, AR frameworks
  • Deployment model: Mobile apps with server-side components

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