The document outlines a framework for effective high tempo testing to drive growth, emphasizing the importance of establishing a north star metric for measuring sustainable growth. It details a systematic process of analyzing, prioritizing, and testing ideas, and highlights the significance of an 'aha moment' in user acquisition and retention. The process includes team ideation, organizing learning, and managing testing through focused meetings and tools.

1. Testing with a Growth Model
Using a Growth Model for more
Effective High Tempo Testing

2. Testing Drives Growth
Twitter boosts testing tempo 20X GH boosts testing tempo 10X

3. High Tempo Testing Process
Analyze
IdeasPrioritize
Test

4. Analyze Growth Model First
Analyze
IdeasPrioritize
Test

5. Establish a North Star Metric
• Provides lens for measuring sustainable growth
• Should be correlated with value delivered to customers
• Examples: Airbnb nights booked, Facebook DAUs

6. Understand Your Growth Model
Relationship between variables that move your
North Star Metric
• Acquisitio - Sources and motivation to try
• Ac - Aha moment
• - “Must have” experience
• - User-get-user loops
Acquisition
Activation
Retention
Referral

7. Build Your Growth Model
?
(Aha Moment)
?
?
(North Star
Metric)
?
Acquisition
Activation
Retention
Referral
Revenue
?
*simplified
(Core Benefit)

8. LinkedIn Example Growth Model*
SEO Int’l expansion Invites
(Aha Moment)
Create profile,
4+ connections
Stay connected
with work people
(North Star
Metric)
Profile
connections
Acquisition
Activation
Retention
Referral
Revenue
Invites
*simplified
(Core Benefit)

9. What’s Your “Aha Moment”?
• Elements of an “aha moment”
– First taste of core benefit
– Achievable on first visit
– Significantly increases likelihood of revisit
• If NO “aha moment” reached on 1st visit, unlikely
to ever see prospect again

10. Growth Model for GrowthHackers*
Invites
(invites)
Unique growth
insights from
testing
(North Star
Metric)
Card hops
SlideShareAcquisition
Activation
Retention
Referral
Revenue
Twitter
Sharing a
great idea
(Aha Moment)
*simplified
(Core Benefit)

11. Analyze to Find Leverage in Model
(invites)
Unique growth
insights from
testing Card hops
Acquisition
Activation
Retention
ReferralSharing a
great idea
(Aha Moment)
InvitesSlideShare
Twitter
(North Star
Metric)
Revenue
(Core Benefit)

12. “Activation” Growth Objective

13. Deeper Understanding of Problem
No ideas added yet

14. High Tempo Testing Process
Analyze
IdeasPrioritize
Test

15. Generate Ideas in Leverage Area
Majority of new ideas should be in leverage area
Activation

16. Formalize ideas in Experiment Doc
• Include hypothesis, research, target lever
ICE Score 1 - 10
I - Impact
C - Confidence
E - Ease

17. High Tempo Testing Process
Analyze
IdeasPrioritize
Test

18. Team Members Nominate Ideas
Filter to focus area Sort by ICE score

19. Quick Team Nomination Pitches

20. High Tempo Testing Process
Analyze
IdeasPrioritize
Test

21. Launch and Manage Testing

22. Integrate Your Testing Tools

23. Analyze Results
Analyze
IdeasPrioritize
Test

24. Analyze Results

25. Organize Learning

26. Repeat Process
Analyze
IdeasPrioritize
Test

27. Monitor Key Testing Inputs

28. Weekly Growth Meeting Agenda
15 min: KPI review & update focus area
10 min: Review last week’s testing sprint
15 min: Key lessons learned from analyzed tests
15 min: Select next tests via nominations
5 min: Check growth of idea backlog

29. Manage High Tempo Testing
1) Team Ideation 2) Prioritize Testing 3) Capture Learning
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