A/B testing app icons on Apple Store

Flutter tips Published on

App icons are super important for your app's success! A great icon can even double the number of people who download your app. The best way to find out which icon works best is to test them. Here’s how you can A/B test your app icons on the Apple App Store.

Step-by-Step Guide to A/B Test App Icons

1. Prepare Your Icons in Xcode

First, open Xcode. You'll need to create multiple versions of your app icon.

2. Configure Your App Icon Source

Next, you need to tell Xcode which icon set to use.

Quick Tip for Icon Names

Note that the name of the default icon you select here is the one you provided in your assets folder.

3. Submit Your Build

Once you've set up the icon you want to test first, submit your new app build to Apple.

4. Create a New Product Page Optimization Test

After your build is validated, it's time to set up the actual A/B test in App Store Connect.

Re-submit for Validation

Now you have to send this test to validation (again).

Important Advice for Testing

Focus on One Change Per Test

It's really important to only change one thing per test. For instance, if you're testing icons, don't change your app screenshots at the same time. This way, you'll know exactly what caused any changes in your app's performance. This helps you get clear and reliable results from your A/B tests.

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Frequently Asked Questions

Why is A/B testing app icons important?

A great app icon can significantly increase your app's downloads and visibility. A/B testing helps you find the most effective icon by showing different versions to users and seeing which one performs best.

How many app icons can I test at once?

You can set up multiple variations in App Store Connect. The goal is to compare different icons to see which one resonates most with users and leads to more downloads.

Do I need to submit a new app build for each icon test?

Yes, you need to submit a build that includes all the icon variations you want to test within its assets. Then, you select which icon to use for a specific test in App Store Connect without needing a new build for each test variation, but you do need to submit the *test itself* for validation again.

What is 'Product Page Optimization'?

Product Page Optimization is a feature in App Store Connect that allows you to test different versions of your app's product page elements, like icons, screenshots, and preview videos, to see what attracts more users and improves conversion rates.

How long does an A/B test usually run?

The duration can vary. Apple recommends running tests until you reach statistical significance, which means you have enough data to confidently say one version performs better than another. This could take a few weeks depending on your app's traffic.

What if I change my screenshots during an icon A/B test?

It's best to avoid changing other elements like screenshots when testing icons. Changing multiple things at once makes it hard to know if the icon or the screenshots caused any changes in user behavior. Focus on one variable per test for clear and reliable results.

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