a/b testing for apps (coca-cola mobile innovation workshop)
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Prepared for :Coca-Cola Mobile Innovation WorkshopSeptember 24-26, 2013Shanghai, China A/B Testing for Apps
A/B Testing for AppsHow I Learned to Stop Worrying and Love
Data-Driven Decisions
User Base
...and see which one is driving desirable user behavior.
Publish two different versions of your app...
50% sees version B50% sees version A
Which Version Won?
Version A Version B
Source: WhichTestWon
Version B: 114% Improvement
Version A Version B ✔ ✗
Marketer’s Surprise: ‘FREE’ Loses
Multivariate Testing
• Every screen has X components (ex: Marilyn’s hair)
• For each, we can test Y variations (ex.: Green)
• In total, we have [Y1 x Y2 x Y3] combinations
How Obama Raised $60 Million
Source: Optimizely
Four Button Variations
Six Media Variations
24 Combinations!
And the Winner is...
+40%increase in conversion
rate
2.9 millionadditional donators
$60 millionvalue of additional
donations
Obamalytics
• Original Conversion Rate: 8.3%
• New Conversion Rate: 11.6%
• 10 million signups from New Version would have been 7.12 million signups with the Original Version
• +2.88 million additional signups
• $21 average donation per signup
• Approximately $60 million in additional donations
Testing to Increase Virality
Headline
Call to Action
Workflow
Data-Driven App Marketing
• App marketing and analytics is in early stages
• App stores are opaque, approval processes slow down iteration cycles
• Few options for making decisions• HiPPO: Highest Paid Person’s Opinion• IHOP: In-House Optimization
• Scalable, reliable app measurement tools are emerging
Thank You!
For more information:
Zac Aghion, CEO & [email protected]
China: (+86)1592-1631-924USA: (+1)617-750-6684
www.splitforce.com