A/B Test Setup vs Analytics Tracking Setup

A/B Test Setup

By Corey Haines (Marketing)

Plan and run experiments to find out which version of your page, email, or ad works best.

Analytics Tracking Setup

By Corey Haines (Marketing)

Set up tracking to measure what's working in your marketing and product.

A/B Test Setup

• Helps you write a clear hypothesis for what you're testing and why
• Calculates how much traffic and time you need for statistically valid results
• Guides you in choosing primary, secondary, and guardrail metrics to track
• Explains how to design test variants that isolate a single meaningful change
• Analyzes results and tells you whether the difference is real or just noise

Analytics Tracking Setup

• Creates tracking plans that define what events and user actions to measure
• Sets up Google Analytics 4, Google Tag Manager, and other analytics tools
• Designs naming conventions and property structures for consistent data collection
• Validates tracking implementation and debugs issues with events not firing correctly
• Establishes UTM parameter strategies for tracking campaign performance

Reach for A/B Test Setup when…

• You're launching a new landing page and want to know which headline converts better
• You're tweaking email copy or button text and need to measure impact objectively
• You want to build a growth experimentation program and run tests continuously
• You're comparing two design approaches and need statistical confidence before choosing

Reach for Analytics Tracking Setup when…

• You're launching a new site or product and need to measure user behavior
• You need to track conversions, signups, or key marketing goals
• Your analytics isn't working correctly or events aren't firing
• You want to measure campaign performance with UTM parameters