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Creating an Effective A/B
Testing Strategy for App Store
Live Webinar + Q&A
Natalie Ostapovich
Customer Support & Account Manager
@ SplitMetrics
Elisa Mourao
Marketing Manager
@ App Radar
30 minutes A/B Testing
Natalie Ostapovich Elisa Mourao
Live Q&A
splitmetrics.com appradar.com
Agenda
Pre-Launch A/B Test
A/B Testing in App Stores
01
02
splitmetrics.com appradar.com
Timeline
Hypothesis
What to test
How to run A/B tests
How to Analyze Results
A/B Testing Timeline
Research Brainstorming Creating Variations Running Experiments Analysis
splitmetrics.com appradar.com
Pre-Launch A/B Test
App Pre-Launch Marketing Plan
Why and How to A/B test in Pre-Launch Phase?
Validate your app idea;
Find positioning;
Find target audience;
Prioritize app features;
Polish store listing.
splitmetrics.com appradar.com
How to interpret results and move on?
Conversion Rate;
Performance in different
audiences;
Bounce Rate;
Explored sections from
the store listing.
splitmetrics.com appradar.com
A/B Testing
in App Stores
How to come up with a strong hypothesis?
Research Phase
App Product Page vs. Category and Search Page
What type of experiment should be aimed for clear results ?
How many hypothesis should be tested at the same time?
splitmetrics.com appradar.com
What elements to test?
Icon, screenshots, video
How about the other elements in the store listing?
splitmetrics.com appradar.com
Testing the App Icon
splitmetrics.com appradar.com
22%
Uplift
Color palette
Testing the App Screenshots
splitmetrics.com appradar.com
24%
Uplift
Portrait vs. Landscape
Colors
Order
Features vs. Gameplay
Testing the App Video
splitmetrics.com appradar.com
17%
Uplift
Does an app video increase
conversion rates?
Which videos show better
performance?
How many videos should I
have in my store listing?
How to Run A/B Tests
splitmetrics.com appradar.com
For how long should I run my test?
How does targeting work with A/B testing?
What is enough traffic for an experiment?
splitmetrics.com appradar.com
“It normally takes at least 50 ‘Clicks to Install’ per
variation to get statistically significant results. On
average, you need 400-500 visitors per variation
for a test on your app’s product page and
800-1000 users per variation if you run an
experiment on the search or category page.
SplitMetrics
”
Analyzing Results
What is and how to interpret the Confidence Level?
How to choose a winner?
Main KPIs
01
02
splitmetrics.com appradar.com
Visitors per variation
Clicks to install per variation
Time to click to install
Engagement rate in the store listing
Improvement Metric
Retention rate
03
Analyzing Results – Best Practices
What if my new variation loses?
What if I don't have an answer after the test?
Should we use the same winning creatives to the App Store
and Google Play or should we a/b test per store?
splitmetrics.com appradar.com
Thank You!
Questions?
Natalie Ostapovich
Customer Support & Account
Manager @ SplitMetrics
Elisa Mourao
Marketing Manager
@ App Radar
Sign up: appradar.com
Follow us on social media:
appradar
appradar
appradar_com
App_rad ar
App Radar
splitmetrics.com
searchadshq.com
splitmetrics.com/agency/

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Creating an Effective A/B Testing Strategy for App Stores

  • 1. Creating an Effective A/B Testing Strategy for App Store Live Webinar + Q&A Natalie Ostapovich Customer Support & Account Manager @ SplitMetrics Elisa Mourao Marketing Manager @ App Radar
  • 2. 30 minutes A/B Testing Natalie Ostapovich Elisa Mourao Live Q&A splitmetrics.com appradar.com
  • 3. Agenda Pre-Launch A/B Test A/B Testing in App Stores 01 02 splitmetrics.com appradar.com Timeline Hypothesis What to test How to run A/B tests How to Analyze Results
  • 4. A/B Testing Timeline Research Brainstorming Creating Variations Running Experiments Analysis splitmetrics.com appradar.com
  • 5. Pre-Launch A/B Test App Pre-Launch Marketing Plan
  • 6. Why and How to A/B test in Pre-Launch Phase? Validate your app idea; Find positioning; Find target audience; Prioritize app features; Polish store listing. splitmetrics.com appradar.com
  • 7. How to interpret results and move on? Conversion Rate; Performance in different audiences; Bounce Rate; Explored sections from the store listing. splitmetrics.com appradar.com
  • 9. How to come up with a strong hypothesis? Research Phase App Product Page vs. Category and Search Page What type of experiment should be aimed for clear results ? How many hypothesis should be tested at the same time? splitmetrics.com appradar.com
  • 10. What elements to test? Icon, screenshots, video How about the other elements in the store listing? splitmetrics.com appradar.com
  • 11. Testing the App Icon splitmetrics.com appradar.com 22% Uplift Color palette
  • 12. Testing the App Screenshots splitmetrics.com appradar.com 24% Uplift Portrait vs. Landscape Colors Order Features vs. Gameplay
  • 13. Testing the App Video splitmetrics.com appradar.com 17% Uplift Does an app video increase conversion rates? Which videos show better performance? How many videos should I have in my store listing?
  • 14. How to Run A/B Tests splitmetrics.com appradar.com For how long should I run my test? How does targeting work with A/B testing? What is enough traffic for an experiment?
  • 15. splitmetrics.com appradar.com “It normally takes at least 50 ‘Clicks to Install’ per variation to get statistically significant results. On average, you need 400-500 visitors per variation for a test on your app’s product page and 800-1000 users per variation if you run an experiment on the search or category page. SplitMetrics ”
  • 16. Analyzing Results What is and how to interpret the Confidence Level? How to choose a winner? Main KPIs 01 02 splitmetrics.com appradar.com Visitors per variation Clicks to install per variation Time to click to install Engagement rate in the store listing Improvement Metric Retention rate 03
  • 17. Analyzing Results – Best Practices What if my new variation loses? What if I don't have an answer after the test? Should we use the same winning creatives to the App Store and Google Play or should we a/b test per store? splitmetrics.com appradar.com
  • 18. Thank You! Questions? Natalie Ostapovich Customer Support & Account Manager @ SplitMetrics Elisa Mourao Marketing Manager @ App Radar Sign up: appradar.com Follow us on social media: appradar appradar appradar_com App_rad ar App Radar splitmetrics.com searchadshq.com splitmetrics.com/agency/