A/B Testing is about using data to challenge assumptions and test new ideas, often leading to increased engagement and monetization. In addition to showing you the latest cross-platform testing services at your disposal, we'll discuss the "happy accident" that the Air Patriots team made. It was unexpected and led to an increase in both retention and monetization.
17. 19.94%1. 3 day Retention -1.07% +0.83%
8.06%2. 7 day Retention +0.74% -10.11%
2.05%3. Units Purchased +0.34% -12.07%
0%4. Ads Clicked +1.89% +3.07%
43,120
The Producer’s Perspective
Ads on menu or in game
18. 19.94%1. 3 day Retention -1.07% +0.83%
8.06%2. 7 day Retention +0.74% -10.11%
2.05%3. Units Purchased +0.34% -12.07%
0%4. Ads Clicked +1.09% +4.07%
43,120
Ads on menu or in game
In GameOn MenuNo Ads
The Producer’s Perspective
19. 19.94%1. 3 day Retention -1.07% +0.83%
8.06%2. 7 day Retention +0.74% -10.11%
2.05%3. Units Purchased +0.34% -12.07%
0%4. Ads Clicked +1.09% +4.07%
43,120
Ads on menu or in game
In GameOn MenuNo AdsGoals
The Producer’s Perspective
20. 19.94%1. 3 day Retention -1.07% +0.83%
8.06%2. 7 day Retention +0.74% -10.11%
2.05%3. Units Purchased +0.34% -12.07%
0%4. Ads Clicked +1.09% +4.07%
43,120
Ads on menu or in game
In GameOn MenuNo AdsGoals
The Producer’s Perspective
21. 19.94%1. 3 day Retention -1.07% +0.83%
8.06%2. 7 day Retention +0.74% -10.11%
2.05%3. Units Purchased +0.34% -12.07%
0%4. Ads Clicked +1.09% +4.07%
43,120
Ads on menu or in game
In GameOn MenuNo AdsGoals
The Producer’s Perspective
27. 27
Tips:
Producers in control: “With two-way services you can request a value from the
server that you control. Two-way services let you make changes to your live game
instantly.
Free: Amazon is the only free two-way service that we have found.”
Multi-variable: “We don't test variables, we test user experiences.”
Watch sample size: “If a couple users can change your conclusion, you need a
larger sample”
Deploy Instantly Cross Platform: “A/B testing on iOS has the advantage of
skipping the week long review period ”
-John Goforth
32. 32Amazon Services Confidential
Test 1:
A
Control
B
2% easier
C
4% easier
D
6% easier
E
8% easier
7-Day Retention – tbd tbd tbd tbd
Conversion to customer – -1.71% 16.11% 19.23% 4.84%
GAME DIFFICULTY TEST
33. 33Amazon Services Confidential
GAME DIFFICULTY TEST
• How much would you pay to increase retention by 20%?
• How much time would you invest?
Our Take-Aways!
• Never launch a game in future w/o AB difficulty test!
• Low-hanging fruit!
• Opportunities abound!
34. 34Amazon Services Confidential
A|B Testing
• Monetization – minimize luck and maximize
skill
• Delight your customers
• test customer experiences
• AB testing tools are easy to use
• Cross Platform
• Deploy changes instantly
• Free
• Low-hanging fruit is waiting to be harvested
Paul Cutsinger
Russell Carroll
Find me at:
• @PaulCutsinger
• @AmazonAppDev
• developer.amazon.com/blog
• bit.ly/ABTestXPlat