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Product Management Analytics Question: Defining success metrics for Snapchat's AR filters
Image of author vinay

Vinay

Updated Nov 25, 2024

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Asked at Snap

12 mins

how would you define the success of snap's ar filters?

Product Success Metrics Medium Member-only
Metric Definition Data Analysis Product Strategy Social Media Augmented Reality Mobile Apps
Social Media User Engagement Product Analytics AR Technology Snapchat

Introduction

Defining the success of Snap's AR filters requires a comprehensive approach that considers multiple stakeholders and metrics. To address this product success metrics challenge effectively, I'll follow a structured framework covering 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

Snap's AR filters are a core feature of the Snapchat app, allowing users to overlay augmented reality effects on their photos and videos. These filters range from simple color adjustments to complex 3D animations and interactive games.

Key stakeholders include:

  • Users: Seeking fun, engaging ways to express themselves
  • Advertisers: Looking for innovative ways to reach audiences
  • Snap Inc.: Aiming to drive user engagement and monetization
  • AR creators: Wanting a platform to showcase their work

User flow:

  1. Open Snapchat camera
  2. Swipe through filter options or tap to access filter menu
  3. Select a filter and capture photo/video
  4. Share content with friends or post to Stories

Snap's AR filters are central to the company's strategy of being a camera company first, differentiating from other social media platforms. Compared to competitors like Instagram and TikTok, Snap has historically been a leader in AR technology, though competition is intensifying.

Product Lifecycle Stage: Mature but continually evolving. While AR filters are well-established, Snap constantly introduces new features and capabilities to maintain its edge.

Software-specific context:

  • Platform: Primarily mobile (iOS and Android)
  • Tech stack: Proprietary AR engine (Lens Studio)
  • Integration: Deep integration with Snapchat's core functionality

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