How to Build an MMP Event Taxonomy That Survives 3 Years of Growth
Poor event naming is the #1 regret of MMP users after 12 months. Here's how to build an event taxonomy that scales with your app.
Poor event naming is the #1 regret of MMP users after 12 months. Here's how to build an event taxonomy that scales with your app.
Getting It Right From Day One
SDK integration errors cause roughly 40% of attribution discrepancies in the first month. Taking the time to set up your MMP correctly — event taxonomy, deep linking, partner configurations — pays off massively in data quality down the line.
Essential Setup Checklist
- ✓Define your event taxonomy before writing a single line of code
- ✓Configure deep linking for both iOS (universal links) and Android (app links)
- ✓Set up SKAdNetwork conversion value mapping
- ✓Test attribution with a sandbox environment before going live
- ✓Verify cost API connections for all major ad networks
Beyond the Dashboard: Raw Data & Custom Analytics
The MMP dashboard shows you surface-level metrics. The real power comes from raw data exports and API access. Building custom LTV models, cohort analyses, and automated reporting pipelines gives you insights that the standard dashboard can't provide.
Key Analysis
This guide is based on hands-on testing, interviews with growth teams, and analysis of user reviews across G2, Capterra, and TrustRadius. We update our recommendations quarterly to reflect pricing changes, feature updates, and market shifts.
- Covers: setup, events, data, guides
- Category: Guides
- Author: Priya Sharma — Marketing Operations Consultant
- Last updated: 2026-05-25
- Reading time: 14 min read
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