criteo's ad week 2012 presentation - big data and the value of clickers
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Criteo hostedTRANSCRIPT
welcome to
#criteoboom
THE VALUE OF CLICKERS – OCTOBER 2012Patrick Wyatt, Head of Business Intelligence, CRITEO 1
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WHAT IS
BIG DATA?
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Definition:
Being able to store and use limitless amounts of data
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DECODING THE HUMAN GENOME IN 10
DAYS
BIG DATA ANALYTICS
CRAWLING 50B WEB PAGES
REAL-TIME BIG DATA
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Our Big Data Question:
The Display Industry & the
Value of Clickers
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comScore’s Natural Born Clicker
“Earning less than $40,000”
“Younger browsers”
“Clicks have near zero
correlation with conversion”
“Downscale”
“Natural Born
Clickers”
“Half of All Display Ad Clicks are Worthless”
-Seeking Alpha, 2009
comScore’s Report Changed Minds
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“50% Drop in Number of US Internet Users Who Click on Display Ads” -ComScore 2011
“Conversions, Not Clicks, Key To Display Ads”
-MediaPost, 2012
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Can we use Big Data to test this hypothesis?
BIG DATA, BIG PANEL
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500K Users 2 Millions Users
147 Million Users
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110M Sales…worth $11BN
Non-Clickers
Clickers
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• Nobody clicks on ads anymore
• People who click don’t buy
• Most Clicks are made by a few users
MYTHS
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“Nobody clicks on ads anymore”
MYTH 1
43% of Regular Buyers are Clickers on Criteo Ads Alone
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43%
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… But only 15% of Non-Buyers
15%
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“People who click don’t buy”
MYTH 2
Reality 2 : Clickers buy 3X more frequently than non clickers
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“Most Clicks are made by a few users”
MYTH 3
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10% of Criminals Commit 50% of all Crimes
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10% of Taxpayers Pay 70% of all Income Tax
Reality 3: Half of Clicks and Sales are Made by 20% of Users
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Almost Half of regular buyers are clickers
Clickers buy 3x more than non-clickers
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Conclusion:
People who click on Ads want to buy things
(Obvious, really)
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So why did clickers get such a hard time?
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I’m a 30-year-old British male who wants to go to New York
What Ads Did I See?
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IneffectiveEffective
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RIGHT USERRIGHT
MESSAGERIGHT TIME
Buyers click
+ +
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Thanks to Big Data, Display Ads are now
doing something that search ads have done for the last 10
years…
A $20 BN Opportunity for Display
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Search:+1600% Growth 5% Of Time Spent Online
Display:+300% Growth95% Of Time Spent Online
Big Data… comes in two flavors :
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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
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• 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
Big Data…