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Big Data - 
From Knowing to Doing 
Tim Reis 
Head of Performance Product 
Solutions
Google Confidential and Proprietary
Google Confidential and Proprietary 
What drives consumer behavior is unchanged
Google Confidential and Proprietary 
What drives consumer behavior is unchanged
Google Confidential and Proprietary 
What drives consumer behavior is unchanged
Google Confidential and Proprietary 
What drives consumer behavior is unchanged
Consumers want... ...so they... ...so advertisers... ...but now... 
Google Confidential and Proprietary
SEE THINK DO CARE 
Google Confidential and Proprietary 
Purchase
SEE THINK DO CARE 
Account Login 
Track & View Orders 
Google Confidential and Proprietary 
Blog 
Wish Lists 
Newsletters Shop Catalog 
Social 
Plan Options 
Subscription Options 
Best Selling 
Top Rated 
About Us 
Video 
Inspiration Boards 
Fashion Updates 
Social Amplification 
Fit Guide 
Rewards Program 
Mobile Apps 
In-Store Events 
Purchase 
Add to Cart 
Store Locator 
Create an Account 
Call Now 
Make an Appt 
Join Email List 
Contact Us 
Live Chat 
Write Reviews 
Share with a Friend 
Gift Cards 
Site Search 
Returns & Exchanges 
Refer a Friend 
Recommended for You 
Appointment Reminder 
Download App
SEE THINK DO CARE 
Google Confidential and Proprietary 
mDisplay 
mVideo 
mSearch 
mApps mApps
Analytics 
Know Insight Action 
Operating System/Browser Infer audience characteristics Ensure compatibility 
w/technology & audience 
sophistication 
What’s working/not? Some pages outperform others Adapt user flow 
What draws people? Sites and keywords that work Revise media plan & creative to 
reflect user passion 
Bounce rate Where you lose people Experiment with stickier creative 
How people linger What paths & content are sticky? Refine content & pathways 
Mobile/Tablet/Laptop Under what circumstances to 
Google Confidential and Proprietary 
consumers engage? 
Ensure technical & situational 
performance
Google Confidential and Proprietary 
Device signals 
SEE 
THINK 
DO 
CARE
Location signals SEE 
THINK 
DO 
CARE 
Google Confidential and Proprietary 
A short drive 
Why drive? 
A really short drive
Google Confidential and Proprietary 
Remarketing/In-Market - many intent signals 
Log into email 
Log into social 
network 
Email friend about 
car reviews 
Check back into email to 
share reviews with spouse 
Car safety site 
for electric cars 
Visit blog discussing 
electric cars 
Revisit manufacturer 
site to read pricing 
options 
Visits 
site to see options 
for car financing 
Click ad for hybrid 
to see interior on 
manufacturer site 
Consumer 
research 
Product or 
service listings 
Content with strong 
conversion history to 
related segment 
Recency and 
frequency of 
visits 
Views and clicks 
on related ads
Toll Brothers uses in-market audiences to complement 
Remarketing efforts and grow leads and lower CPA by up to 50% 
“One of our biggest challenges is qualification. 
What we learned about In-Market segments, it 
was a way to reach a more qualified audience of 
people actively searching for a home. We found 
that In-Market segments fuel our Remarketing 
campaigns. They increased our number of leads 
from Remarketing, decreased our cost-per-lead, 
and help build our pool.” 
Google Confidential and Proprietary 
About 
Toll Brothers is a luxury home builder that has specialized in building 
unique semi-custom homes and upscale communities since 1967. 
Goals 
- Grow quantity and quality of leads 
- Maintain or decrease CPA 
Approach 
- Began using in-market audiences in parallel with remarketing 
- Targeted segments related to real estate and homes 
- Used Similar Audiences to find valuable users 
- Used keyword contextual targeting to build out remarketing lists 
Results 
- Up to 50% lower CPA on remarketing campaigns 
- Grew leads from remarketing 
- CTR on remarketing ads grew up to 3X 
- In-Market Segments grew remarketing list volume
App v web SEE 
THINK 
DO 
CARE 
Google Confidential and Proprietary 
Apps excel at 
maximizing 
existing 
relationships 
Meijer’s app 
removes 
friction for 
their 
customers...
Coming soon - immersive, full-screen mobile SEE 
THINK 
DO 
CARE 
Google Confidential and Proprietary
Google Confidential and Proprietary
Google Confidential and Proprietary 
and then...
Google Confidential and Proprietary

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4A's Strategy Festival 2014, Tim Reis: Big Data – From Knowing to DoingReis, tim google

  • 1. Big Data - From Knowing to Doing Tim Reis Head of Performance Product Solutions
  • 3. Google Confidential and Proprietary What drives consumer behavior is unchanged
  • 4. Google Confidential and Proprietary What drives consumer behavior is unchanged
  • 5. Google Confidential and Proprietary What drives consumer behavior is unchanged
  • 6. Google Confidential and Proprietary What drives consumer behavior is unchanged
  • 7. Consumers want... ...so they... ...so advertisers... ...but now... Google Confidential and Proprietary
  • 8. SEE THINK DO CARE Google Confidential and Proprietary Purchase
  • 9. SEE THINK DO CARE Account Login Track & View Orders Google Confidential and Proprietary Blog Wish Lists Newsletters Shop Catalog Social Plan Options Subscription Options Best Selling Top Rated About Us Video Inspiration Boards Fashion Updates Social Amplification Fit Guide Rewards Program Mobile Apps In-Store Events Purchase Add to Cart Store Locator Create an Account Call Now Make an Appt Join Email List Contact Us Live Chat Write Reviews Share with a Friend Gift Cards Site Search Returns & Exchanges Refer a Friend Recommended for You Appointment Reminder Download App
  • 10. SEE THINK DO CARE Google Confidential and Proprietary mDisplay mVideo mSearch mApps mApps
  • 11. Analytics Know Insight Action Operating System/Browser Infer audience characteristics Ensure compatibility w/technology & audience sophistication What’s working/not? Some pages outperform others Adapt user flow What draws people? Sites and keywords that work Revise media plan & creative to reflect user passion Bounce rate Where you lose people Experiment with stickier creative How people linger What paths & content are sticky? Refine content & pathways Mobile/Tablet/Laptop Under what circumstances to Google Confidential and Proprietary consumers engage? Ensure technical & situational performance
  • 12. Google Confidential and Proprietary Device signals SEE THINK DO CARE
  • 13. Location signals SEE THINK DO CARE Google Confidential and Proprietary A short drive Why drive? A really short drive
  • 14. Google Confidential and Proprietary Remarketing/In-Market - many intent signals Log into email Log into social network Email friend about car reviews Check back into email to share reviews with spouse Car safety site for electric cars Visit blog discussing electric cars Revisit manufacturer site to read pricing options Visits site to see options for car financing Click ad for hybrid to see interior on manufacturer site Consumer research Product or service listings Content with strong conversion history to related segment Recency and frequency of visits Views and clicks on related ads
  • 15. Toll Brothers uses in-market audiences to complement Remarketing efforts and grow leads and lower CPA by up to 50% “One of our biggest challenges is qualification. What we learned about In-Market segments, it was a way to reach a more qualified audience of people actively searching for a home. We found that In-Market segments fuel our Remarketing campaigns. They increased our number of leads from Remarketing, decreased our cost-per-lead, and help build our pool.” Google Confidential and Proprietary About Toll Brothers is a luxury home builder that has specialized in building unique semi-custom homes and upscale communities since 1967. Goals - Grow quantity and quality of leads - Maintain or decrease CPA Approach - Began using in-market audiences in parallel with remarketing - Targeted segments related to real estate and homes - Used Similar Audiences to find valuable users - Used keyword contextual targeting to build out remarketing lists Results - Up to 50% lower CPA on remarketing campaigns - Grew leads from remarketing - CTR on remarketing ads grew up to 3X - In-Market Segments grew remarketing list volume
  • 16. App v web SEE THINK DO CARE Google Confidential and Proprietary Apps excel at maximizing existing relationships Meijer’s app removes friction for their customers...
  • 17. Coming soon - immersive, full-screen mobile SEE THINK DO CARE Google Confidential and Proprietary
  • 18. Google Confidential and Proprietary
  • 19. Google Confidential and Proprietary and then...
  • 20. Google Confidential and Proprietary