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› Measure, Understand, Act
Micro Experiments, with Google Tools
Luigi Reggiani - Head of Analytics, Conversions & Attribution, Google
1 Introduction
Always BeTesting
Google Search
Youtube
Google AdWords
Google Play
Google Glass
May 2014
We do more than
xxxx Experiments/Year
Put the user first and
everything else will follow
”
“
8 seconds*
* Average time user takes to decide if they leave a site
34 hours*
* Average time user takes to purchase after a first click
5% / 95% *
* 5% of Apps users generate 95% of IAP
UX matters *
* a lot
The obvious is not
always the most
effective
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test,
Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate,
You got it ...
2 MeasureYou can’t optimize what you can’t measure
Google Analytics, at a glance01
BehaviorAcquisition Conversion
› Google Analytics allows you deep insights into your
website/Apps traffic, your marketing effectiveness
and your Digital Assets Performance.
Made for the Web02
› Google Analytics works for all your Digital Assets, no
matter if Users access them via Desktops or via Mobile
as soon as the client can execute Javascript ...
This is a very big
mobile device
All Acquisition KPIs in one place03
Contents performance04
Ecommerce, Conversions, etc ...05
What else ?06
250+Dimensions & Metrics
Really ?07
Yes !and for free
Can we get more ?08
86% of mobile time is
spent in apps
The lifecycle of an App09
Market an appDevelop an app Measure and iterate
There’s a SDK for that ...10
Android & iOS
Mobile Apps Acquisition11
Screens Flow11
Users Loyalty & LTV12
And much more ...13
Much2
more ...14
Audience Data
(Age, Gender, Interests, In-market Segments)
Bonus #1
Much3
more ...14
Introducing Universal Analytics
The next generation of GA
Mobile Web
& App*
Game
Console TV
Set-Top-Box
Point of
Sales
Desktop
Website
* Works for Windows phones too !
Bonus #2
Much4
more ...14
Introducing User-iD
Understand xDevice experience of users
Bonus #3
3 UnderstandImprove your knowledge of individual customers
65’000’000*
* Gigabytes of Data created during this session
All users are equal, some more than others01
Not engaged or monetized Monetized but not engaged
Engaged but not monetized Engaged and monetized
Monetization
Engagement
Understanding User acquisition is critical02
Get a sense of User Engagement03
Send us data about the things you care about03
Events Player moved from Level 1 to Level 2
Player unlocked achievement
Transactions Revenue per transaction
Revenue per item
Custom data Levels
High score
Get your own metrics04
Metrics you care about ...05
Use Segmentation Feature06
And focus ...06
We are unique07
But still ...08
If we are unique, there are common patterns that we can find and that can help you
optimize your assets to deliver the best user experience. Not everything can be customized
yet for each individual and this opens great opportunities. Through deep statistical analysis you
can increase UX, profitability, and reach success. Machine Learning can be a great help as
we can’t always afford to use panels or long UX researches to find the sweet spot. I don’t
know if you were able to read till that part of the text, but there’s something else I’d like to
tell you: Be restless. Constantly look for ways to evolve, to do more, to improve and most of all to
enjoy life.
4 Act
Optimize, Monetize, Personalize
Campaigns experiments*
* Available in Google AdWords
Optimize your Campaigns01
AdWords campaign Experiments02
› Up to 1,000 experimental changes to campaign's keywords, bids or Ads
Optimize your contents04
Content experiments*
* Available in Google Analytics
A/B/n Testing with 95% confidence04
› Enjoy our Multi-armed Bandit Experiment tool
› Works Client-side/Server Side and even for Mobile Apps
Optimize your Monetization (1)05
Ad experiments*
* Available in Google Adsense & Admob
© Tom Fishburne
Optimize your Monetization (1)06
› Adsense Experiments
› Admob Mediation
Optimize your Monetization (2)07
Increase your Agility
* Available through Google Tag manager
The App Problem ...08
Once you ship your mobile app, it
is locked in...
… and stuck.
Introducing GTM for Apps09
GTM
APP 1.1
APP
1.1
APP 1.1
APP 1.1
near real-time app
reconfiguration
Configure nearly everything10
AD VALUES
frequency
duration
type
location
UI SETTINGS
colors
names
layouts
enable features on an ad hoc
basis
NETWORK SETTINGS
timeouts
hostnames
CONTENT
URLs for help
URLs for manual
URLs for demo
GAMEPLAY VALUES
rewards and upsells
number of lives
in-game events
level of difficulty specs.
MISCELLANEOUS
message-of-the-day greeting
Use your CRM Data11
Female 23 years oldUser-id-3456789
› in GTM as variables
› in GA for reporting
Personalize Flow & Content12
Not engaged or monetized Monetized but not engaged
Engaged but not monetized Engaged and monetized
Monetization
Engagement
Key Takeaways13
›Put the user first
›Measure everything
›Focus on what matters
›Act on Measurement
›We should do this again sometime.
Until then … Take care & Enjoy Life !
@LuigiReggiani
Thank You

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2014 Micro Experiments with Google Tools by Luigi Reggiani

  • 1. › Measure, Understand, Act Micro Experiments, with Google Tools Luigi Reggiani - Head of Analytics, Conversions & Attribution, Google
  • 9. We do more than xxxx Experiments/Year
  • 10. Put the user first and everything else will follow ” “
  • 11. 8 seconds* * Average time user takes to decide if they leave a site
  • 12. 34 hours* * Average time user takes to purchase after a first click
  • 13. 5% / 95% * * 5% of Apps users generate 95% of IAP
  • 14. UX matters * * a lot
  • 15. The obvious is not always the most effective
  • 16. Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, Test, Iterate, You got it ...
  • 17. 2 MeasureYou can’t optimize what you can’t measure
  • 18.
  • 19. Google Analytics, at a glance01 BehaviorAcquisition Conversion › Google Analytics allows you deep insights into your website/Apps traffic, your marketing effectiveness and your Digital Assets Performance.
  • 20. Made for the Web02 › Google Analytics works for all your Digital Assets, no matter if Users access them via Desktops or via Mobile as soon as the client can execute Javascript ... This is a very big mobile device
  • 21. All Acquisition KPIs in one place03
  • 26. Can we get more ?08 86% of mobile time is spent in apps
  • 27. The lifecycle of an App09 Market an appDevelop an app Measure and iterate
  • 28. There’s a SDK for that ...10 Android & iOS
  • 32. And much more ...13
  • 33. Much2 more ...14 Audience Data (Age, Gender, Interests, In-market Segments) Bonus #1
  • 34. Much3 more ...14 Introducing Universal Analytics The next generation of GA Mobile Web & App* Game Console TV Set-Top-Box Point of Sales Desktop Website * Works for Windows phones too ! Bonus #2
  • 35. Much4 more ...14 Introducing User-iD Understand xDevice experience of users Bonus #3
  • 36. 3 UnderstandImprove your knowledge of individual customers
  • 37. 65’000’000* * Gigabytes of Data created during this session
  • 38. All users are equal, some more than others01 Not engaged or monetized Monetized but not engaged Engaged but not monetized Engaged and monetized Monetization Engagement
  • 40. Get a sense of User Engagement03
  • 41. Send us data about the things you care about03 Events Player moved from Level 1 to Level 2 Player unlocked achievement Transactions Revenue per transaction Revenue per item Custom data Levels High score
  • 42. Get your own metrics04
  • 43. Metrics you care about ...05
  • 47. But still ...08 If we are unique, there are common patterns that we can find and that can help you optimize your assets to deliver the best user experience. Not everything can be customized yet for each individual and this opens great opportunities. Through deep statistical analysis you can increase UX, profitability, and reach success. Machine Learning can be a great help as we can’t always afford to use panels or long UX researches to find the sweet spot. I don’t know if you were able to read till that part of the text, but there’s something else I’d like to tell you: Be restless. Constantly look for ways to evolve, to do more, to improve and most of all to enjoy life.
  • 49. Campaigns experiments* * Available in Google AdWords Optimize your Campaigns01
  • 50. AdWords campaign Experiments02 › Up to 1,000 experimental changes to campaign's keywords, bids or Ads
  • 51. Optimize your contents04 Content experiments* * Available in Google Analytics
  • 52. A/B/n Testing with 95% confidence04 › Enjoy our Multi-armed Bandit Experiment tool › Works Client-side/Server Side and even for Mobile Apps
  • 53. Optimize your Monetization (1)05 Ad experiments* * Available in Google Adsense & Admob © Tom Fishburne
  • 54. Optimize your Monetization (1)06 › Adsense Experiments › Admob Mediation
  • 55. Optimize your Monetization (2)07 Increase your Agility * Available through Google Tag manager
  • 56. The App Problem ...08 Once you ship your mobile app, it is locked in... … and stuck.
  • 57. Introducing GTM for Apps09 GTM APP 1.1 APP 1.1 APP 1.1 APP 1.1 near real-time app reconfiguration
  • 58. Configure nearly everything10 AD VALUES frequency duration type location UI SETTINGS colors names layouts enable features on an ad hoc basis NETWORK SETTINGS timeouts hostnames CONTENT URLs for help URLs for manual URLs for demo GAMEPLAY VALUES rewards and upsells number of lives in-game events level of difficulty specs. MISCELLANEOUS message-of-the-day greeting
  • 59. Use your CRM Data11 Female 23 years oldUser-id-3456789 › in GTM as variables › in GA for reporting
  • 60. Personalize Flow & Content12 Not engaged or monetized Monetized but not engaged Engaged but not monetized Engaged and monetized Monetization Engagement
  • 61. Key Takeaways13 ›Put the user first ›Measure everything ›Focus on what matters ›Act on Measurement
  • 62. ›We should do this again sometime. Until then … Take care & Enjoy Life ! @LuigiReggiani Thank You