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Growth Hacking with Data 
How to Find Big Growth with Deep Data 
Dives 
#datahacks
Today’s Experts 
#datahacks 
Colin Zima 
Chief Analytics Officer 
Looker 
@LookerData 
Sean Ellis 
CEO & Founder 
Qualaroo & GrowthHackers.com 
@SeanEllis
#DATAHACKS 
#datahacks
Poll Question 
What is your primary job function/role? 
a) User acquisition 
b) Product manager 
c) Brand marketing 
d) Other 
#datahacks
15-second commercial: Qualaroo 
#datahacks 
• Analytics are great at telling 
you what happened— 
Qualaroo tells you why. 
• Collect voice of customer 
insights from site visitors 
• Understand visitor intent to 
unlock growth
15-second commercial: Looker 
#datahacks 
Looker makes large, complex 
data set accessible to 
everyone through the web… 
…providing data analysts with 
tools to create new self-service 
data experiences… 
…and empowering every 
employee to make better, 
data-driven decisions
How to Use Data to Grow 
Image: http://wall.alphacoders.com/by_collection.php?id=86 
#datahacks
Discovery Process 
Ask 
Questions 
#datahacks 
Generate 
Hypotheses 
Test and 
Iterate 
Understand 
Results 
Analyze 
Data 
Product 
Decisions
Collaboration is Key 
Team Member 
#datahacks 
Team Member 
Team Member 
Team Member 
Data Analyst
Data Analysis 
Through the Funnel 
Image: http://hadapt.com/use-cases/threat-detection-and-analysis/ 
#datahacks
#datahacks http://slidemodel.com/templates/tag/aarrr/
Mobile SEM Data Hacking 
• Target mobile search ads for car 
#datahacks 
rentals to airport locations 
• Use voice of customer research 
and data to understand last-minute 
search needs 
• Create high-value, high ROI 
campaigns to win business from 
long lines at rental counters 
AARR 
R
Finding Better Customers 
#datahacks 
Source 
User Attributes 
Purchase 
Details 
AARR 
R
Twitter’s Follow 30 People 
#datahacks 
• Twitter wanted to know 
what made someone 
become a core user 
• The number of people you 
follow determines 
activation rate 
• "Once a user follows 30 
people, they're more or 
less active forever.” – 
Josh Elman, Greylock 
AARR 
R
Intelligent Recommendation 
#datahacks 
AARR 
R
Is Easier Than You Think 
#datahacks 
AARR 
R 
• Different Groupings 
– Users 
– Orders 
• Different Actions 
– Purchase 
– View 
• Different Items 
– Product 
– Brand 
– Department
Airbnb’s Pro Photos 
#datahacks 
• Airbnb discovered that 
listings with high-quality 
photos received 2-3x 
bookings of average listings 
• Airbnb invested quickly in 
professional photography 
and verified photos 
• Booking activity explodes as 
people get a better sense of 
what they’re buying 
AARR 
R
Finding the Magic Number 
#datahacks 
AAARR
Netflix Original Programming 
#datahacks 
• Knew House of Cards would 
be a hit based on Kevin 
Spacey and David Fincher 
• Data-driven original 
programming makes Netflix 
shows 2x as likely to 
succeed as new broadcast 
TV shows 
• Original programming drives 
down churn, increases 
overall hours viewed 
AAARR 
https://blog.kissmetrics.com/how-netflix-uses-analytics/
Uber’s Referral Machine 
#datahacks 
• Uber grows largely through 
word of mouth both for riders 
and drivers. 
• How can Uber make the 
most of this program? 
• What data points should they 
measure to find opportunities 
to drive even greater 
growth? 
AARR 
R
Try Looker for Free 
Get a Free Trial of Looker 
#datahacks 
• Try Looker directly 
on your data, not 
demo data 
• We do the set-up 
• We offer technical 
support the entire 
trial period
Get an Extended Qualaroo Trial 
30-Day Qualaroo Trial 
#datahacks 
• 30 Day trial instead of 14 
• Try all pro features 
including mobile surveys 
• Get voice of customer 
insights from your web 
visitors
Q & A 
#datahacks

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How to Uncover Big Growth Opportunities with Data

  • 1. Growth Hacking with Data How to Find Big Growth with Deep Data Dives #datahacks
  • 2. Today’s Experts #datahacks Colin Zima Chief Analytics Officer Looker @LookerData Sean Ellis CEO & Founder Qualaroo & GrowthHackers.com @SeanEllis
  • 4. Poll Question What is your primary job function/role? a) User acquisition b) Product manager c) Brand marketing d) Other #datahacks
  • 5. 15-second commercial: Qualaroo #datahacks • Analytics are great at telling you what happened— Qualaroo tells you why. • Collect voice of customer insights from site visitors • Understand visitor intent to unlock growth
  • 6. 15-second commercial: Looker #datahacks Looker makes large, complex data set accessible to everyone through the web… …providing data analysts with tools to create new self-service data experiences… …and empowering every employee to make better, data-driven decisions
  • 7. How to Use Data to Grow Image: http://wall.alphacoders.com/by_collection.php?id=86 #datahacks
  • 8. Discovery Process Ask Questions #datahacks Generate Hypotheses Test and Iterate Understand Results Analyze Data Product Decisions
  • 9. Collaboration is Key Team Member #datahacks Team Member Team Member Team Member Data Analyst
  • 10. Data Analysis Through the Funnel Image: http://hadapt.com/use-cases/threat-detection-and-analysis/ #datahacks
  • 12. Mobile SEM Data Hacking • Target mobile search ads for car #datahacks rentals to airport locations • Use voice of customer research and data to understand last-minute search needs • Create high-value, high ROI campaigns to win business from long lines at rental counters AARR R
  • 13. Finding Better Customers #datahacks Source User Attributes Purchase Details AARR R
  • 14. Twitter’s Follow 30 People #datahacks • Twitter wanted to know what made someone become a core user • The number of people you follow determines activation rate • "Once a user follows 30 people, they're more or less active forever.” – Josh Elman, Greylock AARR R
  • 16. Is Easier Than You Think #datahacks AARR R • Different Groupings – Users – Orders • Different Actions – Purchase – View • Different Items – Product – Brand – Department
  • 17. Airbnb’s Pro Photos #datahacks • Airbnb discovered that listings with high-quality photos received 2-3x bookings of average listings • Airbnb invested quickly in professional photography and verified photos • Booking activity explodes as people get a better sense of what they’re buying AARR R
  • 18. Finding the Magic Number #datahacks AAARR
  • 19. Netflix Original Programming #datahacks • Knew House of Cards would be a hit based on Kevin Spacey and David Fincher • Data-driven original programming makes Netflix shows 2x as likely to succeed as new broadcast TV shows • Original programming drives down churn, increases overall hours viewed AAARR https://blog.kissmetrics.com/how-netflix-uses-analytics/
  • 20. Uber’s Referral Machine #datahacks • Uber grows largely through word of mouth both for riders and drivers. • How can Uber make the most of this program? • What data points should they measure to find opportunities to drive even greater growth? AARR R
  • 21. Try Looker for Free Get a Free Trial of Looker #datahacks • Try Looker directly on your data, not demo data • We do the set-up • We offer technical support the entire trial period
  • 22. Get an Extended Qualaroo Trial 30-Day Qualaroo Trial #datahacks • 30 Day trial instead of 14 • Try all pro features including mobile surveys • Get voice of customer insights from your web visitors
  • 23. Q & A #datahacks

Notas do Editor

  1. Starting with the basics often yields the largest gains. The easiest way to make better marketing decisions is to understand which customers are generating the most value. By tagging every visitor with attribute data – location, source, timing, device/browser info, and significantly richer post-purchase data (billing zip, items purchased)
  2. Starting with the basics often yields the largest gains. The easiest way to make better marketing decisions is to understand which customers are generating the most value. By tagging every visitor with attribute data – location, source, timing, device/browser info, and significantly richer post-purchase data (billing zip, items purchased)
  3. Don’t love this slide, would almost rather ignore the last R, but would be great to hit on each level of the funnel once.
  4. www.looker.com/free-trial