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Analytics

A/B Testing Guide

12 min read

Run split tests to optimize your funnels and increase conversions with data-driven decisions.

What to Test

Focus on elements that impact conversions:

  • Headlines - Test different value propositions
  • CTA Buttons - Color, text, size, position
  • Images - Hero images, product photos
  • Form Fields - Number and type of fields
  • Pricing - Different price points or plans
  • Copy - Long-form vs short-form content

Creating a Split Test

  1. Open the page you want to test
  2. Click "Create A/B Test" in the toolbar
  3. Name your variants (e.g., Control, Variant A)
  4. Set traffic split (usually 50/50)
  5. Define your conversion goal
  6. Publish and start collecting data

Reading Results

Wait for statistical significance before making decisions:

  • Minimum 100 conversions per variant
  • At least 95% confidence level
  • Run test for full week to account for day-of-week variations
  • Check both conversion rate and revenue impact

Declaring a Winner

Once you have significant results:

  1. Review the data in Analytics → A/B Tests
  2. Identify the winning variant
  3. Click "Declare Winner"
  4. All traffic will go to the winning version
  5. Start a new test on a different element

📈 Testing Tip

Only test one element at a time! Testing multiple changes simultaneously makes it impossible to know what caused the improvement.