SlideShare a Scribd company logo
1 of 31
welcome to



                                           #criteoboom




THE VALUE OF CLICKERS
– OCTOBER 2012                                           1
Patrick Wyatt, Head of Business Intelligence, CRITEO
WHAT IS
BIG DATA?



            2
3
Definition:

Being able to store and use
limitless amounts of data



                              4
BIG DATA
             ANALYTICS

                         REAL-TIME
                         BIG DATA




DECODING THE HUMAN
 GENOME IN 10 DAYS



                             CRAWLING 50B WEB
                                  PAGES



                                                5
Our Big Data Question:

 The Display Industry
   & the Value of
      Clickers

                         6
comScore’s Natural Born
               Clicker
  “Earning                 “Younger
  less than                browsers”
  $40,000”




                             “Downscale”
 “Clicks have
   near zero
correlation with
 conversion”
                              “Natural
                                Born
                              Clickers”


                                           7
comScore’s Report Changed Minds

“Half of All Display Ad Clicks are Worthless”
                            -Seeking Alpha, 2009


“50% Drop in Number of US Internet Users Who Click
on Display Ads”          -ComScore 2011


          “Conversions, Not Clicks, Key To Display Ads”
                         -MediaPost, 2012


                                                          8
Can we use Big Data to test this
         hypothesis?



                                   9
BIG DATA, BIG PANEL




500K Users    2 Millions Users




                                 147 Million Users

                                                     10
110M Sales
  …worth
Clickers Non-
  $11BN  Clickers



                         11
                    11
•   Nobody clicks on ads anymore

•   People who click don’t buy

•   Most Clicks are made by a few users


                                          12
“Nobody clicks on ads anymore”




                                 13
‹#›
‹#›
“People who click don’t buy”




                               16
Reality 2 : Clickers buy 3X more
  frequently than non clickers




                                   17
“Most Clicks are made by a
        few users”




                             18
10% of Criminals
Commit 50% of all Crimes

                           19
10% of Taxpayers
Pay 70% of all Income Tax

                            20
Reality 3: Half of Clicks and Sales are
        Made by 20% of Users




                                          21
Almost Half of regular
  buyers are clickers


Clickers buy 3x more
than non-clickers




                           22
Conclusion:

People who click on Ads want to
buy things

(Obvious, really)


                                  23
So why did clickers get such a
hard time?



                                 24
I’m a 30-year-old
British male who      wants
to go to New York



What Ads Did I See?


                              25
Effective   Ineffective




                          26
RIGHT
RIGHT USER
             +   MESSAGE   +   RIGHT TIME




             Buyers click
                                            27
Thanks to Big
Data, Display Ads are
now doing something
that search ads have
done for the last 10
       years…



                        28
A $20 BN Opportunity
     for Display

                  Search:
                  +1600% Growth
                  5% Of Time Spent
                  Online



                  Display:
                  +300% Growth
                  95% Of Time Spent
                  Online




                                      29
Big Data… comes in two flavors :


1. Analytics: Big Data Analytics tells us
   about the true value of clickers

2. Real-Time: Real-Time Big Data is now
   enabling Display Ads that are worth
   clicking on


                                            30
Big Data…
• Comes in two flavors – Analytics and
  Real-Time
• Big Data Analytics tells us about the
  true value of clickers
• Real-Time Big Data is now enabling
  Display Ads that are worth clicking on


                                           31

More Related Content

What's hot

EN - Criteo - BD Deck -July 2014 - rebrand
EN - Criteo - BD Deck -July 2014 - rebrandEN - Criteo - BD Deck -July 2014 - rebrand
EN - Criteo - BD Deck -July 2014 - rebrandDjilali Zitouni
 
Machine learning at Criteo - Paris Datageeks
Machine learning at Criteo - Paris DatageeksMachine learning at Criteo - Paris Datageeks
Machine learning at Criteo - Paris DatageeksNicolas Le Roux
 
Deconstructing the Programmatic Ecosystem
Deconstructing the Programmatic EcosystemDeconstructing the Programmatic Ecosystem
Deconstructing the Programmatic EcosystemKatana Media
 
New machine learning challenges at Criteo
New machine learning challenges at CriteoNew machine learning challenges at Criteo
New machine learning challenges at CriteoOlivier Koch
 
RecSys 2015: Large-scale real-time product recommendation at Criteo
RecSys 2015: Large-scale real-time product recommendation at CriteoRecSys 2015: Large-scale real-time product recommendation at Criteo
RecSys 2015: Large-scale real-time product recommendation at CriteoRomain Lerallut
 
Webinar: Retargeting to the Max
Webinar: Retargeting to the MaxWebinar: Retargeting to the Max
Webinar: Retargeting to the MaxKatana Media
 
Quick Tips: Programmatic Ecosystem
Quick Tips: Programmatic EcosystemQuick Tips: Programmatic Ecosystem
Quick Tips: Programmatic EcosystemKatana Media
 
New challenges for scalable machine learning in online advertising
New challenges for scalable machine learning in online advertisingNew challenges for scalable machine learning in online advertising
New challenges for scalable machine learning in online advertisingOlivier Koch
 
Programmatic Advertising: How To Join In On the Fun
Programmatic Advertising: How To Join In On the FunProgrammatic Advertising: How To Join In On the Fun
Programmatic Advertising: How To Join In On the FunHanapin Marketing
 
Tech Talk with Plethora Mobile: Dynamic Rich Media Creation for Programmatic ...
Tech Talk with Plethora Mobile: Dynamic Rich Media Creation for Programmatic ...Tech Talk with Plethora Mobile: Dynamic Rich Media Creation for Programmatic ...
Tech Talk with Plethora Mobile: Dynamic Rich Media Creation for Programmatic ...Digiday
 
Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...
Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...
Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...MLconf
 
The Audience Builder - Paul H. Müller (CTO of Adjust)
The Audience Builder - Paul H. Müller (CTO of Adjust)The Audience Builder - Paul H. Müller (CTO of Adjust)
The Audience Builder - Paul H. Müller (CTO of Adjust)Adjust
 
3 Minute Introduction
3 Minute Introduction3 Minute Introduction
3 Minute IntroductionJulian Tol
 
The Evolution of Intelligent Analytics
The Evolution of Intelligent AnalyticsThe Evolution of Intelligent Analytics
The Evolution of Intelligent AnalyticsAppNexus
 
“The Mobile RTB Disconnect”
“The Mobile RTB Disconnect” “The Mobile RTB Disconnect”
“The Mobile RTB Disconnect” amyopenx
 
Understanding the Ins and Outs of Programmatic for PPC
Understanding the Ins and Outs of Programmatic for PPCUnderstanding the Ins and Outs of Programmatic for PPC
Understanding the Ins and Outs of Programmatic for PPCHanapin Marketing
 
Build, Manage, Monetize: The Benefits of Audience Extension
Build, Manage, Monetize: The Benefits of Audience Extension Build, Manage, Monetize: The Benefits of Audience Extension
Build, Manage, Monetize: The Benefits of Audience Extension AppNexus
 
Maya Portselan (Appnext): Secrets to Successful Mobile User Acquisition
Maya Portselan (Appnext): Secrets to Successful Mobile User AcquisitionMaya Portselan (Appnext): Secrets to Successful Mobile User Acquisition
Maya Portselan (Appnext): Secrets to Successful Mobile User AcquisitionTargetSummit
 

What's hot (20)

EN - Criteo - BD Deck -July 2014 - rebrand
EN - Criteo - BD Deck -July 2014 - rebrandEN - Criteo - BD Deck -July 2014 - rebrand
EN - Criteo - BD Deck -July 2014 - rebrand
 
Machine learning at Criteo - Paris Datageeks
Machine learning at Criteo - Paris DatageeksMachine learning at Criteo - Paris Datageeks
Machine learning at Criteo - Paris Datageeks
 
Deconstructing the Programmatic Ecosystem
Deconstructing the Programmatic EcosystemDeconstructing the Programmatic Ecosystem
Deconstructing the Programmatic Ecosystem
 
New machine learning challenges at Criteo
New machine learning challenges at CriteoNew machine learning challenges at Criteo
New machine learning challenges at Criteo
 
RecSys 2015: Large-scale real-time product recommendation at Criteo
RecSys 2015: Large-scale real-time product recommendation at CriteoRecSys 2015: Large-scale real-time product recommendation at Criteo
RecSys 2015: Large-scale real-time product recommendation at Criteo
 
Webinar: Retargeting to the Max
Webinar: Retargeting to the MaxWebinar: Retargeting to the Max
Webinar: Retargeting to the Max
 
Quick Tips: Programmatic Ecosystem
Quick Tips: Programmatic EcosystemQuick Tips: Programmatic Ecosystem
Quick Tips: Programmatic Ecosystem
 
New challenges for scalable machine learning in online advertising
New challenges for scalable machine learning in online advertisingNew challenges for scalable machine learning in online advertising
New challenges for scalable machine learning in online advertising
 
Programmatic Advertising: How To Join In On the Fun
Programmatic Advertising: How To Join In On the FunProgrammatic Advertising: How To Join In On the Fun
Programmatic Advertising: How To Join In On the Fun
 
Tech Talk with Plethora Mobile: Dynamic Rich Media Creation for Programmatic ...
Tech Talk with Plethora Mobile: Dynamic Rich Media Creation for Programmatic ...Tech Talk with Plethora Mobile: Dynamic Rich Media Creation for Programmatic ...
Tech Talk with Plethora Mobile: Dynamic Rich Media Creation for Programmatic ...
 
Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...
Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...
Damien Lefortier, Senior Machine Learning Engineer and Tech Lead in the Predi...
 
Everwrite pitch deck
Everwrite pitch deckEverwrite pitch deck
Everwrite pitch deck
 
WEBSPECTATOR
WEBSPECTATORWEBSPECTATOR
WEBSPECTATOR
 
The Audience Builder - Paul H. Müller (CTO of Adjust)
The Audience Builder - Paul H. Müller (CTO of Adjust)The Audience Builder - Paul H. Müller (CTO of Adjust)
The Audience Builder - Paul H. Müller (CTO of Adjust)
 
3 Minute Introduction
3 Minute Introduction3 Minute Introduction
3 Minute Introduction
 
The Evolution of Intelligent Analytics
The Evolution of Intelligent AnalyticsThe Evolution of Intelligent Analytics
The Evolution of Intelligent Analytics
 
“The Mobile RTB Disconnect”
“The Mobile RTB Disconnect” “The Mobile RTB Disconnect”
“The Mobile RTB Disconnect”
 
Understanding the Ins and Outs of Programmatic for PPC
Understanding the Ins and Outs of Programmatic for PPCUnderstanding the Ins and Outs of Programmatic for PPC
Understanding the Ins and Outs of Programmatic for PPC
 
Build, Manage, Monetize: The Benefits of Audience Extension
Build, Manage, Monetize: The Benefits of Audience Extension Build, Manage, Monetize: The Benefits of Audience Extension
Build, Manage, Monetize: The Benefits of Audience Extension
 
Maya Portselan (Appnext): Secrets to Successful Mobile User Acquisition
Maya Portselan (Appnext): Secrets to Successful Mobile User AcquisitionMaya Portselan (Appnext): Secrets to Successful Mobile User Acquisition
Maya Portselan (Appnext): Secrets to Successful Mobile User Acquisition
 

Viewers also liked

Making advertising personal, 4th NL Recommenders Meetup
Making advertising personal, 4th NL Recommenders MeetupMaking advertising personal, 4th NL Recommenders Meetup
Making advertising personal, 4th NL Recommenders MeetupOlivier Koch
 
RecsysFR: Criteo presentation
RecsysFR: Criteo presentationRecsysFR: Criteo presentation
RecsysFR: Criteo presentationrecsysfr
 
Response prediction for display advertising - WSDM 2014
Response prediction for display advertising - WSDM 2014Response prediction for display advertising - WSDM 2014
Response prediction for display advertising - WSDM 2014Olivier Chapelle
 
affinitAD by Twenga -Passez à la monétisation contextuelle
affinitAD by Twenga -Passez à la monétisation contextuelleaffinitAD by Twenga -Passez à la monétisation contextuelle
affinitAD by Twenga -Passez à la monétisation contextuelleCriteo
 
Criteo. Reach people, not devices!
Criteo. Reach people, not devices!Criteo. Reach people, not devices!
Criteo. Reach people, not devices!HybridRussia
 
JSS2014 – Automatiser l’administration SQL avec SMO et C#
JSS2014 – Automatiser l’administration SQL avec SMO et C#JSS2014 – Automatiser l’administration SQL avec SMO et C#
JSS2014 – Automatiser l’administration SQL avec SMO et C#GUSS
 
Why reinvent the wheel at Criteo?
Why reinvent the wheel at Criteo? Why reinvent the wheel at Criteo?
Why reinvent the wheel at Criteo? Criteolabs
 
Bizarre... vous avez dit bizarre - Paris Monitoring meetup #2
Bizarre... vous avez dit bizarre - Paris Monitoring meetup #2Bizarre... vous avez dit bizarre - Paris Monitoring meetup #2
Bizarre... vous avez dit bizarre - Paris Monitoring meetup #2Paris Monitoring
 
Infographic: How Professional Services Automation can transform your Company!
Infographic: How Professional Services Automation can transform your Company!Infographic: How Professional Services Automation can transform your Company!
Infographic: How Professional Services Automation can transform your Company!Changepoint
 
Etude Criteo - la valeur réelle des internautes qui cliquent - 26 Juin 2012
Etude Criteo - la valeur réelle des internautes qui cliquent  - 26 Juin 2012Etude Criteo - la valeur réelle des internautes qui cliquent  - 26 Juin 2012
Etude Criteo - la valeur réelle des internautes qui cliquent - 26 Juin 2012Romain Fonnier
 
Morning with MongoDB Paris 2012 - Cas d'usages courant en entreprise. Présent...
Morning with MongoDB Paris 2012 - Cas d'usages courant en entreprise. Présent...Morning with MongoDB Paris 2012 - Cas d'usages courant en entreprise. Présent...
Morning with MongoDB Paris 2012 - Cas d'usages courant en entreprise. Présent...MongoDB
 
AWS Summit Paris - Track 1 - Session 2 - Designez vos architectures pour plus...
AWS Summit Paris - Track 1 - Session 2 - Designez vos architectures pour plus...AWS Summit Paris - Track 1 - Session 2 - Designez vos architectures pour plus...
AWS Summit Paris - Track 1 - Session 2 - Designez vos architectures pour plus...Amazon Web Services
 
Couchbase live 2016
Couchbase live 2016Couchbase live 2016
Couchbase live 2016Pierre Mavro
 
C# development workflow @ criteo
C# development workflow @ criteoC# development workflow @ criteo
C# development workflow @ criteoIbrahim Abubakari
 
Criteo Report
Criteo Report Criteo Report
Criteo Report Rafat Ali
 

Viewers also liked (17)

Making advertising personal, 4th NL Recommenders Meetup
Making advertising personal, 4th NL Recommenders MeetupMaking advertising personal, 4th NL Recommenders Meetup
Making advertising personal, 4th NL Recommenders Meetup
 
RecsysFR: Criteo presentation
RecsysFR: Criteo presentationRecsysFR: Criteo presentation
RecsysFR: Criteo presentation
 
Response prediction for display advertising - WSDM 2014
Response prediction for display advertising - WSDM 2014Response prediction for display advertising - WSDM 2014
Response prediction for display advertising - WSDM 2014
 
affinitAD by Twenga -Passez à la monétisation contextuelle
affinitAD by Twenga -Passez à la monétisation contextuelleaffinitAD by Twenga -Passez à la monétisation contextuelle
affinitAD by Twenga -Passez à la monétisation contextuelle
 
Criteo. Reach people, not devices!
Criteo. Reach people, not devices!Criteo. Reach people, not devices!
Criteo. Reach people, not devices!
 
JSS2014 – Automatiser l’administration SQL avec SMO et C#
JSS2014 – Automatiser l’administration SQL avec SMO et C#JSS2014 – Automatiser l’administration SQL avec SMO et C#
JSS2014 – Automatiser l’administration SQL avec SMO et C#
 
Why reinvent the wheel at Criteo?
Why reinvent the wheel at Criteo? Why reinvent the wheel at Criteo?
Why reinvent the wheel at Criteo?
 
Bizarre... vous avez dit bizarre - Paris Monitoring meetup #2
Bizarre... vous avez dit bizarre - Paris Monitoring meetup #2Bizarre... vous avez dit bizarre - Paris Monitoring meetup #2
Bizarre... vous avez dit bizarre - Paris Monitoring meetup #2
 
Saintjo Two AV4
Saintjo Two AV4Saintjo Two AV4
Saintjo Two AV4
 
Infographic: How Professional Services Automation can transform your Company!
Infographic: How Professional Services Automation can transform your Company!Infographic: How Professional Services Automation can transform your Company!
Infographic: How Professional Services Automation can transform your Company!
 
Etude Criteo - la valeur réelle des internautes qui cliquent - 26 Juin 2012
Etude Criteo - la valeur réelle des internautes qui cliquent  - 26 Juin 2012Etude Criteo - la valeur réelle des internautes qui cliquent  - 26 Juin 2012
Etude Criteo - la valeur réelle des internautes qui cliquent - 26 Juin 2012
 
Morning with MongoDB Paris 2012 - Cas d'usages courant en entreprise. Présent...
Morning with MongoDB Paris 2012 - Cas d'usages courant en entreprise. Présent...Morning with MongoDB Paris 2012 - Cas d'usages courant en entreprise. Présent...
Morning with MongoDB Paris 2012 - Cas d'usages courant en entreprise. Présent...
 
AWS Summit Paris - Track 1 - Session 2 - Designez vos architectures pour plus...
AWS Summit Paris - Track 1 - Session 2 - Designez vos architectures pour plus...AWS Summit Paris - Track 1 - Session 2 - Designez vos architectures pour plus...
AWS Summit Paris - Track 1 - Session 2 - Designez vos architectures pour plus...
 
Couchbase live 2016
Couchbase live 2016Couchbase live 2016
Couchbase live 2016
 
Hadoop summit-ams-2014-04-03
Hadoop summit-ams-2014-04-03Hadoop summit-ams-2014-04-03
Hadoop summit-ams-2014-04-03
 
C# development workflow @ criteo
C# development workflow @ criteoC# development workflow @ criteo
C# development workflow @ criteo
 
Criteo Report
Criteo Report Criteo Report
Criteo Report
 

Similar to Criteo's Ad Week 2012 presentation - Big Data and the Value of Clickers

The Rise of the Data-Driven, Customer-Focused Business
The Rise of the Data-Driven, Customer-Focused BusinessThe Rise of the Data-Driven, Customer-Focused Business
The Rise of the Data-Driven, Customer-Focused BusinessLinkedIn
 
"Blockchain and Advertising Transparency" - MIT Presentation - Tammy Kahn
"Blockchain and Advertising Transparency" - MIT Presentation - Tammy Kahn"Blockchain and Advertising Transparency" - MIT Presentation - Tammy Kahn
"Blockchain and Advertising Transparency" - MIT Presentation - Tammy KahnTammy Leigh Kahn
 
"Blockchain and Advertising Transparency" - MIT Presentation
"Blockchain and Advertising Transparency" - MIT Presentation"Blockchain and Advertising Transparency" - MIT Presentation
"Blockchain and Advertising Transparency" - MIT PresentationTammy Leigh Kahn
 
Here and Now! Making Print Brands Digital
Here and Now! Making Print Brands DigitalHere and Now! Making Print Brands Digital
Here and Now! Making Print Brands Digitaljackgriffinesa
 
Fünf B2B Marketing Trends aus der Sicht von LinkedIn #AFBMC
Fünf B2B Marketing Trends aus der Sicht von LinkedIn #AFBMCFünf B2B Marketing Trends aus der Sicht von LinkedIn #AFBMC
Fünf B2B Marketing Trends aus der Sicht von LinkedIn #AFBMCAllFacebook.de
 
Bidtellect Mission: 2016 Predictions
Bidtellect Mission:  2016 PredictionsBidtellect Mission:  2016 Predictions
Bidtellect Mission: 2016 PredictionsMissy Steiner
 
Day2 1715 turning_cogs_havas_digital
Day2 1715 turning_cogs_havas_digitalDay2 1715 turning_cogs_havas_digital
Day2 1715 turning_cogs_havas_digitalSaatchi & Saatchi
 
Day2 1715 turning_cogs_havas_digital
Day2 1715 turning_cogs_havas_digitalDay2 1715 turning_cogs_havas_digital
Day2 1715 turning_cogs_havas_digitalSaatchi & Saatchi
 
"Blockchain and Advertising Transparency" - Boston Blockchain Event
"Blockchain and Advertising Transparency" - Boston Blockchain Event"Blockchain and Advertising Transparency" - Boston Blockchain Event
"Blockchain and Advertising Transparency" - Boston Blockchain EventTammy Leigh Kahn
 
Exponential SA deck
Exponential SA deck Exponential SA deck
Exponential SA deck Tribal Fusion
 
2017: the tipping point for print media
2017: the tipping point for print media2017: the tipping point for print media
2017: the tipping point for print mediamagazinemediaBE
 
How Ad Effectiveness Tools Can Help Optimize Your Media Strategy May 2012
How Ad Effectiveness Tools Can Help Optimize Your Media Strategy May 2012How Ad Effectiveness Tools Can Help Optimize Your Media Strategy May 2012
How Ad Effectiveness Tools Can Help Optimize Your Media Strategy May 2012Compete
 
High Performance Marketing & Advertising
High Performance Marketing & AdvertisingHigh Performance Marketing & Advertising
High Performance Marketing & AdvertisingAcxiom Corporation
 
The 4 fundamentals of iDirect Marketing
The 4 fundamentals of iDirect MarketingThe 4 fundamentals of iDirect Marketing
The 4 fundamentals of iDirect MarketingTim Suther
 
Internet, lo que vendrá y lo que está
Internet, lo que vendrá y lo que estáInternet, lo que vendrá y lo que está
Internet, lo que vendrá y lo que estáGabriel Dantur
 
Coinbase Successful Campaign .pptx
Coinbase Successful Campaign .pptxCoinbase Successful Campaign .pptx
Coinbase Successful Campaign .pptxBriannaMatthews7
 
Online Marketing Boot Camp: Outlooks in Online Advertising
Online Marketing Boot Camp: Outlooks in Online AdvertisingOnline Marketing Boot Camp: Outlooks in Online Advertising
Online Marketing Boot Camp: Outlooks in Online AdvertisingAlec Newcomb
 
Using Technology To Improve Membership Sales & Retention
Using Technology To Improve Membership Sales & RetentionUsing Technology To Improve Membership Sales & Retention
Using Technology To Improve Membership Sales & RetentionBryan K. O'Rourke
 
Using Technology To Improve Membership Sales & Retention
Using Technology To Improve Membership Sales & RetentionUsing Technology To Improve Membership Sales & Retention
Using Technology To Improve Membership Sales & RetentionFitmarc
 

Similar to Criteo's Ad Week 2012 presentation - Big Data and the Value of Clickers (20)

The Rise of the Data-Driven, Customer-Focused Business
The Rise of the Data-Driven, Customer-Focused BusinessThe Rise of the Data-Driven, Customer-Focused Business
The Rise of the Data-Driven, Customer-Focused Business
 
"Blockchain and Advertising Transparency" - MIT Presentation - Tammy Kahn
"Blockchain and Advertising Transparency" - MIT Presentation - Tammy Kahn"Blockchain and Advertising Transparency" - MIT Presentation - Tammy Kahn
"Blockchain and Advertising Transparency" - MIT Presentation - Tammy Kahn
 
"Blockchain and Advertising Transparency" - MIT Presentation
"Blockchain and Advertising Transparency" - MIT Presentation"Blockchain and Advertising Transparency" - MIT Presentation
"Blockchain and Advertising Transparency" - MIT Presentation
 
Here and Now! Making Print Brands Digital
Here and Now! Making Print Brands DigitalHere and Now! Making Print Brands Digital
Here and Now! Making Print Brands Digital
 
Fünf B2B Marketing Trends aus der Sicht von LinkedIn #AFBMC
Fünf B2B Marketing Trends aus der Sicht von LinkedIn #AFBMCFünf B2B Marketing Trends aus der Sicht von LinkedIn #AFBMC
Fünf B2B Marketing Trends aus der Sicht von LinkedIn #AFBMC
 
Bidtellect Mission: 2016 Predictions
Bidtellect Mission:  2016 PredictionsBidtellect Mission:  2016 Predictions
Bidtellect Mission: 2016 Predictions
 
The Era of Big Data
The Era of Big DataThe Era of Big Data
The Era of Big Data
 
Day2 1715 turning_cogs_havas_digital
Day2 1715 turning_cogs_havas_digitalDay2 1715 turning_cogs_havas_digital
Day2 1715 turning_cogs_havas_digital
 
Day2 1715 turning_cogs_havas_digital
Day2 1715 turning_cogs_havas_digitalDay2 1715 turning_cogs_havas_digital
Day2 1715 turning_cogs_havas_digital
 
"Blockchain and Advertising Transparency" - Boston Blockchain Event
"Blockchain and Advertising Transparency" - Boston Blockchain Event"Blockchain and Advertising Transparency" - Boston Blockchain Event
"Blockchain and Advertising Transparency" - Boston Blockchain Event
 
Exponential SA deck
Exponential SA deck Exponential SA deck
Exponential SA deck
 
2017: the tipping point for print media
2017: the tipping point for print media2017: the tipping point for print media
2017: the tipping point for print media
 
How Ad Effectiveness Tools Can Help Optimize Your Media Strategy May 2012
How Ad Effectiveness Tools Can Help Optimize Your Media Strategy May 2012How Ad Effectiveness Tools Can Help Optimize Your Media Strategy May 2012
How Ad Effectiveness Tools Can Help Optimize Your Media Strategy May 2012
 
High Performance Marketing & Advertising
High Performance Marketing & AdvertisingHigh Performance Marketing & Advertising
High Performance Marketing & Advertising
 
The 4 fundamentals of iDirect Marketing
The 4 fundamentals of iDirect MarketingThe 4 fundamentals of iDirect Marketing
The 4 fundamentals of iDirect Marketing
 
Internet, lo que vendrá y lo que está
Internet, lo que vendrá y lo que estáInternet, lo que vendrá y lo que está
Internet, lo que vendrá y lo que está
 
Coinbase Successful Campaign .pptx
Coinbase Successful Campaign .pptxCoinbase Successful Campaign .pptx
Coinbase Successful Campaign .pptx
 
Online Marketing Boot Camp: Outlooks in Online Advertising
Online Marketing Boot Camp: Outlooks in Online AdvertisingOnline Marketing Boot Camp: Outlooks in Online Advertising
Online Marketing Boot Camp: Outlooks in Online Advertising
 
Using Technology To Improve Membership Sales & Retention
Using Technology To Improve Membership Sales & RetentionUsing Technology To Improve Membership Sales & Retention
Using Technology To Improve Membership Sales & Retention
 
Using Technology To Improve Membership Sales & Retention
Using Technology To Improve Membership Sales & RetentionUsing Technology To Improve Membership Sales & Retention
Using Technology To Improve Membership Sales & Retention
 

Recently uploaded

Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 

Recently uploaded (20)

Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 

Criteo's Ad Week 2012 presentation - Big Data and the Value of Clickers

  • 1. welcome to #criteoboom THE VALUE OF CLICKERS – OCTOBER 2012 1 Patrick Wyatt, Head of Business Intelligence, CRITEO
  • 3. 3
  • 4. Definition: Being able to store and use limitless amounts of data 4
  • 5. BIG DATA ANALYTICS REAL-TIME BIG DATA DECODING THE HUMAN GENOME IN 10 DAYS CRAWLING 50B WEB PAGES 5
  • 6. Our Big Data Question: The Display Industry & the Value of Clickers 6
  • 7. comScore’s Natural Born Clicker “Earning “Younger less than browsers” $40,000” “Downscale” “Clicks have near zero correlation with conversion” “Natural Born Clickers” 7
  • 8. comScore’s Report Changed Minds “Half of All Display Ad Clicks are Worthless” -Seeking Alpha, 2009 “50% Drop in Number of US Internet Users Who Click on Display Ads” -ComScore 2011 “Conversions, Not Clicks, Key To Display Ads” -MediaPost, 2012 8
  • 9. Can we use Big Data to test this hypothesis? 9
  • 10. BIG DATA, BIG PANEL 500K Users 2 Millions Users 147 Million Users 10
  • 11. 110M Sales …worth Clickers Non- $11BN Clickers 11 11
  • 12. Nobody clicks on ads anymore • People who click don’t buy • Most Clicks are made by a few users 12
  • 13. “Nobody clicks on ads anymore” 13
  • 16. “People who click don’t buy” 16
  • 17. Reality 2 : Clickers buy 3X more frequently than non clickers 17
  • 18. “Most Clicks are made by a few users” 18
  • 19. 10% of Criminals Commit 50% of all Crimes 19
  • 20. 10% of Taxpayers Pay 70% of all Income Tax 20
  • 21. Reality 3: Half of Clicks and Sales are Made by 20% of Users 21
  • 22. Almost Half of regular buyers are clickers Clickers buy 3x more than non-clickers 22
  • 23. Conclusion: People who click on Ads want to buy things (Obvious, really) 23
  • 24. So why did clickers get such a hard time? 24
  • 25. I’m a 30-year-old British male who wants to go to New York What Ads Did I See? 25
  • 26. Effective Ineffective 26
  • 27. RIGHT RIGHT USER + MESSAGE + RIGHT TIME Buyers click 27
  • 28. Thanks to Big Data, Display Ads are now doing something that search ads have done for the last 10 years… 28
  • 29. A $20 BN Opportunity for Display Search: +1600% Growth 5% Of Time Spent Online Display: +300% Growth 95% Of Time Spent Online 29
  • 30. Big Data… comes in two flavors : 1. Analytics: Big Data Analytics tells us about the true value of clickers 2. Real-Time: Real-Time Big Data is now enabling Display Ads that are worth clicking on 30
  • 31. Big Data… • Comes in two flavors – Analytics and Real-Time • Big Data Analytics tells us about the true value of clickers • Real-Time Big Data is now enabling Display Ads that are worth clicking on 31

Editor's Notes

  1. But fundamentally, it’s something very simple
  2. Since we’re now in the domain of market research, I wanted to show off about the size of the Panel that we’re using for our study.We took all the people who saw one of our ads during 1 week – they numbered 147M unique browsers. Then we looked at the shopping and clicking behaviour of these same browsers over the course of Q1 2012. We examined a set of “Myths” taken from the Comsore papers, and confronted them to the results from our panel.
  3. Wrong, again. In our panel, clickersbuy 3x more frequentlythan non-clickers.
  4. The conclusion I draw from this is that if you show someone the right Ad, then they might click on it, and if they do, it’s because they want to engage with your products or services. Put that way it is really quite obvious.The right ad means showing an ad to the: Right User: one who has expressed an interest in your products, or might be susceptible to them (that’s targeting).It means the right message - a offer that might interest him (that’s Dynamic Creative)…. And it means the right place – the Ad has to be in a visible position on a high quality publisherIf you get all this right, then your ad should have a CTR of at least 0.5%, and the clicks that you get will be valuable expressions of purchase intent.Buyers click on on good ads