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The Future of Media:
IGNITION
Data Use in an Addressable World




    Aggregate                       Atomic
       Static                      Dynamic
  Retrospective                    Predictive
          2   12/02/10                © 2010 Quantcast   Business Insider
The Publisher Advantage within the Data Ecosystem


•  It’s what’s inside that counts: What really makes for
   great data? Why does it matter where it comes from
   and can it scale?
•  Results that matter: Does it drive the metrics
   important to advertisers I’m working with?
•  Getting a leg up: Does it give me an advantage in
   the marketplace?



             3   12/02/10                  © 2010 Quantcast   Business Insider
Data Origins




1st                           Scale   3rd
Party                                 Party
                          Relevance


           4   12/02/10               © 2010 Quantcast   Business Insider
What makes for great data?



Consistent                        Scaled
Without this it’s hard to build   Not just data scale, but execution
reliable models.                  scale too


Fresh                             Relevant
Speci ic to the types of data     Measuring contribution to your
                                  objective is key



               5   12/02/10                        © 2010 Quantcast   Business Insider
Data Usage Status Quo


3rd Party Centric                   Human Hypothesis
Reliant on other’s perspective of   Targeting criteria developed
what’s best                         through intuition


Low Dimensionality                  Positive Signal
Limited number of attributes        Models consider only attribute
considered                          presence



              6   12/02/10                           © 2010 Quantcast   Business Insider
Data Usage Next


1st Party (when                 Automatically
available)                      Modeled
If you know who your best       Machine learning comes to the
customers are, use them         forefront


High                            Comprehensive
Dimensionality                  Models
Digital media creates lots of   Considering multiple attributes
data, use it                    (or lack of)

               7   12/02/10                      © 2010 Quantcast   Business Insider
Attributes of Targeting Approaches


Algorithms                Is the model based on human hypothesis, or
                          algorithms? In most cases sophisticated
                          algorithms are superior, just look at search.


Data Relevance            How relevant to the objective is the data that
                          is used to develop the targeting model?



Performance               What Return on Investment (ROI) can
                          the targeting solution offer?



Scale                     Can it scale? High ROI with limited scale
                          doesn’t matter.
                          It’s all about performance and scale!


           8   12/02/10                             © 2010 Quantcast   Business Insider
Our de inition of data must be expansive




           9   12/02/10              © 2010 Quantcast   Business Insider
Leveraging the Data


1997                          Algorithm

Media bought based on         Relevance

proxy. Good scale, but      Performance
lots of waste                     Scale




2004                          Algorithm
                              Relevance
Great targeting, less
                            Performance
waste through
retargeting, but no scale         Scale


            10   12/02/10                 © 2010 Quantcast   Business Insider
Leveraging the Data


2010                           Algorithm

Holistic understanding of      Relevance

the consumer                 Performance
                                   Scale




The Future                     Algorithm
                               Relevance
Predict the right place
                             Performance
and right time for
consumer conversion                Scale


             11   12/02/10                 © 2010 Quantcast   Business Insider
Driving Results
that Matter


     12   12/02/10   © 2010 Quantcast   Business Insider
Uniqueness


              Case
              Study          Credit Card
    Case
    Study of the world’s largest credit card
      One
     companies, wanted Quantcast to identify
     quali ied applicants who could make it through
     their rigorous approval process.


                  12/02/10                  © 2010 Quantcast   Business Insider
Uniqueness

         Premium                                  Business                         Budget
         Card                                     Card                             Card
Converters Are:                         Converters Are:                  Converters Are:
Age 44-54                               Age 34-44                        Age 34-44
Grad School                             College                          Children in HH
HHI $100k+                              HHI $60-100k                     HHI $30k - $60k

Converters Are Interested:              Converters Are Interested:       Converters Are Interested:
Business News                           Travel                           Coupons
Travel                                  Sports                           Personal Finance
Real Estate                             Weather                          Diet and Fitness

Converters Are Not Interested:          Converters Not Are Interested:   Converters Are Not Interested:
Fantasy Sports                          Horoscopes                       Politics
Social Networking                       Coupons                          Gambling
Parenting                               Personals                        Fantasy Sports




                             12/02/10                                             © 2010 Quantcast   Business Insider
Performance




          12/02/10   © 2010 Quantcast   Business Insider
Scale




Performance is not
about clicks.


        12/02/10     © 2010 Quantcast   Business Insider
Conversions only matter if you have scale




            12/02/10                  © 2010 Quantcast   Business Insider
What use is ROI without Return?




            12/02/10              © 2010 Quantcast   Business Insider
Does it give me an advantage in the marketplace?




               Capture greater
               share of budget



          19   12/02/10              © 2010 Quantcast   Business Insider
Does it give me an advantage in the marketplace?




               Open up access to more
               budgets within the
               existing advertisers you
               work with

          20   12/02/10              © 2010 Quantcast   Business Insider
Does it give me an advantage in the marketplace?




               Drive lift and CPM on
               pages already sold and
               incremental sell through
               on pages that aren’t

          21   12/02/10              © 2010 Quantcast   Business Insider
Does it give me an advantage in the marketplace?




               Open the door for
               a more holistic
               conversation


          22   12/02/10              © 2010 Quantcast   Business Insider
Questions?


   23   12/02/10   © 2010 Quantcast   Business Insider
Quantcast Data & Technology




                                            10+ Billion Daily
    directly measured web assets           consumption events directly recorded



                       24   12/02/10                         © 2010 Quantcast   Business Insider

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IGNITION: Winning data strategies for publishers by Todd Teresi/Quantcast

  • 1. The Future of Media: IGNITION
  • 2. Data Use in an Addressable World Aggregate Atomic Static Dynamic Retrospective Predictive 2 12/02/10 © 2010 Quantcast Business Insider
  • 3. The Publisher Advantage within the Data Ecosystem •  It’s what’s inside that counts: What really makes for great data? Why does it matter where it comes from and can it scale? •  Results that matter: Does it drive the metrics important to advertisers I’m working with? •  Getting a leg up: Does it give me an advantage in the marketplace? 3 12/02/10 © 2010 Quantcast Business Insider
  • 4. Data Origins 1st Scale 3rd Party Party Relevance 4 12/02/10 © 2010 Quantcast Business Insider
  • 5. What makes for great data? Consistent Scaled Without this it’s hard to build Not just data scale, but execution reliable models. scale too Fresh Relevant Speci ic to the types of data Measuring contribution to your objective is key 5 12/02/10 © 2010 Quantcast Business Insider
  • 6. Data Usage Status Quo 3rd Party Centric Human Hypothesis Reliant on other’s perspective of Targeting criteria developed what’s best through intuition Low Dimensionality Positive Signal Limited number of attributes Models consider only attribute considered presence 6 12/02/10 © 2010 Quantcast Business Insider
  • 7. Data Usage Next 1st Party (when Automatically available) Modeled If you know who your best Machine learning comes to the customers are, use them forefront High Comprehensive Dimensionality Models Digital media creates lots of Considering multiple attributes data, use it (or lack of) 7 12/02/10 © 2010 Quantcast Business Insider
  • 8. Attributes of Targeting Approaches Algorithms Is the model based on human hypothesis, or algorithms? In most cases sophisticated algorithms are superior, just look at search. Data Relevance How relevant to the objective is the data that is used to develop the targeting model? Performance What Return on Investment (ROI) can the targeting solution offer? Scale Can it scale? High ROI with limited scale doesn’t matter. It’s all about performance and scale! 8 12/02/10 © 2010 Quantcast Business Insider
  • 9. Our de inition of data must be expansive 9 12/02/10 © 2010 Quantcast Business Insider
  • 10. Leveraging the Data 1997 Algorithm Media bought based on Relevance proxy. Good scale, but Performance lots of waste Scale 2004 Algorithm Relevance Great targeting, less Performance waste through retargeting, but no scale Scale 10 12/02/10 © 2010 Quantcast Business Insider
  • 11. Leveraging the Data 2010 Algorithm Holistic understanding of Relevance the consumer Performance Scale The Future Algorithm Relevance Predict the right place Performance and right time for consumer conversion Scale 11 12/02/10 © 2010 Quantcast Business Insider
  • 12. Driving Results that Matter 12 12/02/10 © 2010 Quantcast Business Insider
  • 13. Uniqueness Case Study Credit Card   Case   Study of the world’s largest credit card One companies, wanted Quantcast to identify quali ied applicants who could make it through their rigorous approval process. 12/02/10 © 2010 Quantcast Business Insider
  • 14. Uniqueness Premium Business Budget Card Card Card Converters Are: Converters Are: Converters Are: Age 44-54 Age 34-44 Age 34-44 Grad School College Children in HH HHI $100k+ HHI $60-100k HHI $30k - $60k Converters Are Interested: Converters Are Interested: Converters Are Interested: Business News Travel Coupons Travel Sports Personal Finance Real Estate Weather Diet and Fitness Converters Are Not Interested: Converters Not Are Interested: Converters Are Not Interested: Fantasy Sports Horoscopes Politics Social Networking Coupons Gambling Parenting Personals Fantasy Sports 12/02/10 © 2010 Quantcast Business Insider
  • 15. Performance 12/02/10 © 2010 Quantcast Business Insider
  • 16. Scale Performance is not about clicks. 12/02/10 © 2010 Quantcast Business Insider
  • 17. Conversions only matter if you have scale 12/02/10 © 2010 Quantcast Business Insider
  • 18. What use is ROI without Return? 12/02/10 © 2010 Quantcast Business Insider
  • 19. Does it give me an advantage in the marketplace? Capture greater share of budget 19 12/02/10 © 2010 Quantcast Business Insider
  • 20. Does it give me an advantage in the marketplace? Open up access to more budgets within the existing advertisers you work with 20 12/02/10 © 2010 Quantcast Business Insider
  • 21. Does it give me an advantage in the marketplace? Drive lift and CPM on pages already sold and incremental sell through on pages that aren’t 21 12/02/10 © 2010 Quantcast Business Insider
  • 22. Does it give me an advantage in the marketplace? Open the door for a more holistic conversation 22 12/02/10 © 2010 Quantcast Business Insider
  • 23. Questions? 23 12/02/10 © 2010 Quantcast Business Insider
  • 24. Quantcast Data & Technology   10+ Billion Daily   directly measured web assets   consumption events directly recorded 24 12/02/10 © 2010 Quantcast Business Insider