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Viewing and Understanding A/B Test Results

Learn how to analyze A/B test results to see which variation drives better performance.

Rojen M Reji avatar
Written by Rojen M Reji
Updated over 4 months ago

A/B testing helps you compare different campaign variations to determine which performs best. This guide walks you through how to view, analyze, and finalize your A/B test results in Alia.

Step 1: Access A/B Test Results

  • Navigate to your campaign dashboard in Alia.

  • Click on "View A/B Test Results" to open the test results page.

Step 2: Review Test Timeline

  • The test results will display the start and end dates automatically.

  • If the test is still running, you'll see data up to the current time period.

Step 3: Compare Control vs. Test Group

  • Identify the original popup (which has the label Control) and the other one would be the test version.

  • Observe how the two versions compare in terms of key metrics.

Step 4: Analyze Key Performance Metrics

  • Scroll through all major statistics displayed on the dashboard.

  • Pay close attention to Sign up rates, conversion rates, and revenue impact.

πŸ’‘ The percentage difference between the control and test groups will help determine which performs better.

Step 5: Check the Statistical Significance

  • Each metric includes a statistical significance indicator:

    • βœ… Check mark = Results are statistically significant.

    • ⏳ Clock symbol = Not enough data to determine a winner yet.

πŸ’‘ If statistical significance isn’t reached, allow the test to run longer for more reliable results.

Step 6: Toggle Between Performance Stats

  • Switch between different stats, including:

    βœ… Attributed Sales – Revenue generated from the campaign.

    βœ… Attributed Sales Purchase Rate – Conversion rate after sign-up.

Step 7: Identify the Winning Variation

  1. At the bottom of the results page, select the test group that performed best.

  2. Alia will automatically:

    • Set the losing variation to draft mode.

    • Keep only the winning variation live.


What’s Next?

Now that you’ve identified the winning variation, use these insights to:

πŸš€ Optimize future campaigns.

πŸ“Š Test new variables like messaging, design, or audience targeting.

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