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Behavioural Targeting Overview   Jeremy Mason Director of Client Services, Europe Revenue Science
Behavioural Targeting - Delivering Precise and Relevant Messaging When and Where Consumers Are Bespoke Behavioural  Segment Searches for hotels Booked a flight Checked airfares Visited travel section Read a travel story Registration data Downloaded Podcast Signed Up for Mobile Alert Downloaded Widget Travel Prospect Read/Posted Travel  Blog
Why is Behavioural Targeting Getting so BIG? Source:  eMarketer , February 2007 Key eMarketer numbers – U.S. online advertising spending U.S. online advertising spending in 2011, up from $16.4 billion in 2006 $36.5 billion Growth in U.S. online advertising spending in 2011, down from 30.8% in 2006 13.0% U.S. paid search advertising spending in 2011, up from $7 billion in 2006 $16.2 billion Online video advertising in 2011, up from $775 million in 2006 $4.1 billion Total U.S. advertising spending in 2011, up from $285 billion in 2006 $323 billion 11.3% U.S. online advertising as a percentage of all U.S. advertising spending in 2011, up from 5.8% in 2006 Coming From Offline
Where are Consumers Spending Their Time Online? Data is from the June 2006 Television Bureau of Advertising (TBA) report “2006 Media Comparisons Study”. Source:  comScore Media Metrix, based on average minutes per visitor by category (8/05).  Browsing/Other includes general web-surfing activity not listed in other categories, including  anything from news sites (cnn.com) to retail (Amazon.com) to job sites 3 Search Voice Browsing/ other IM Discussion/ chat E-mail Percent of time spent on activity It’s  not  where you might think Your online audience spends most of their time  browsing
Inventory Constraints Are Limiting Contextual Opportunities Premium Contextual ROS Premium Sites ROS Portal; Social Media; Network   PREMIUM INVENTORY CPM
The Behavioural Opportunity for Marketers Average CPM Tier 1 €  10+ Tier 2 €  1-10 Tier 3 < € 1 60 50 100 0 2 4 6 8 10 12 0 20 40 60 80 * Obviously, these are very broad/average CPM ranges… Web impressions Percent Contextual targeting ~ € 15.00 - 20.00+ Behavioural Targeting with Revenue Science ~ € 10.00 - 12.00 ROS Targeting ~ € 5.00 - 10.00 Traditional ad network or Exchanges or Portal ROS €  0.50-1.00 Marketers find a premium audience at a lower CPM
Behavioural Targeting Becoming the Standard Most Effective Online Advertising Targeting Methodologies 52.4% 32.9% 30.5% 14.6% 4.9% (Including Daypart) Source: American Advertising Federation (AAF), November 2006 Behavioural Demographic Contextual Geographic Other
How Do Consumers Respond? 0% 20% 40% 60% 80% 100% Q: Please indicate to what extent each statement describes your attitudes: I pay more attention to online ads directly related to my online activity (Contextual); I pay more attention to online ads that fit my specific interests (Behavioural) Source: AOL/Revenue Science Sponsored Jupiter Research April 2007 Behavioural Ads More Likely To Receive Attention Represents Top 2 Box Scores:  Strongly Agree, Agree 49% 63% Contextual Ads Behavioural Ads
How Do Consumers Respond? Represents Top 2 Box Scores: Strongly Agree, Agree Q: Which statement best describes how frequently you have shopped online (i.e., conducted research online and/or purchased online) in the past 12 months? Q: Please  indicate to what extent each statement describes your attitudes: I pay more attention to online ads directly related to my online activity (Contextual); I pay more attention to online ads that fit my specific interests (behavioural) Source: AOL/Revenue Science Sponsored Jupiter Research April 2007 Behavioural Ads More Likely To Receive Attention 20% 50% 72% 36% 65% 78% 0% 20% 40% 60% 80% 100% Non-Shoppers Infrequent Shoppers Frequent Shoppers
Marketers’ Opportunities to Reach Engaged Shoppers are Limited ,[object Object],[object Object]
Privacy considerations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How Behavioural Targeting Should Work All segment memberships are created in real time and loaded into  real time  JavaScript servers which pass the segment IDs into an array which goes into the ad server 3 On the user’s next page view after they become a member of a segment, their cookie is stamped with all current segment IDs, and the IDs are placed into the ad tag or cookie 4 All ad calls now consider a user’s segment IDs. The ad server will always make the final decision on which ad runs (based on priority, CPM, etc) but now it has a segment option 5 1 Publishers have a set of standard and bespoke segments…    … meanwhile, users  navigate through a  site displaying behaviours ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],2 Users are   assigned to one or more segments based on:
Behavioural Overall ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Automotive Travel Finance Technology
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Case Study – NTT DoCoMo & Financial Times
[object Object],Case Study – NTT DoCoMo & Financial Times % Lift BT ROS +55% 45.8% 29.5% innovative mobile phone operator +51% 32.7% 21.6% reliable company +83% 49.3% 26.9% pioneer in field of mobile telecommunications +59% 46.0% 29.0% a leader in technology +67% 45.1% 27.0% company with potential for growth +45% 32.5% 22.4% company am familiar with Brand Attributes: (Agreement Scores)
Case Study – BP Target Neutral & Guardian ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you Jeremy Mason [email_address] www.revenuescience.com/uk

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Behavioural Targeting: loont het de moeite? Jeremy Mason

  • 1. Behavioural Targeting Overview Jeremy Mason Director of Client Services, Europe Revenue Science
  • 2. Behavioural Targeting - Delivering Precise and Relevant Messaging When and Where Consumers Are Bespoke Behavioural Segment Searches for hotels Booked a flight Checked airfares Visited travel section Read a travel story Registration data Downloaded Podcast Signed Up for Mobile Alert Downloaded Widget Travel Prospect Read/Posted Travel Blog
  • 3. Why is Behavioural Targeting Getting so BIG? Source: eMarketer , February 2007 Key eMarketer numbers – U.S. online advertising spending U.S. online advertising spending in 2011, up from $16.4 billion in 2006 $36.5 billion Growth in U.S. online advertising spending in 2011, down from 30.8% in 2006 13.0% U.S. paid search advertising spending in 2011, up from $7 billion in 2006 $16.2 billion Online video advertising in 2011, up from $775 million in 2006 $4.1 billion Total U.S. advertising spending in 2011, up from $285 billion in 2006 $323 billion 11.3% U.S. online advertising as a percentage of all U.S. advertising spending in 2011, up from 5.8% in 2006 Coming From Offline
  • 4. Where are Consumers Spending Their Time Online? Data is from the June 2006 Television Bureau of Advertising (TBA) report “2006 Media Comparisons Study”. Source: comScore Media Metrix, based on average minutes per visitor by category (8/05).  Browsing/Other includes general web-surfing activity not listed in other categories, including anything from news sites (cnn.com) to retail (Amazon.com) to job sites 3 Search Voice Browsing/ other IM Discussion/ chat E-mail Percent of time spent on activity It’s not where you might think Your online audience spends most of their time browsing
  • 5. Inventory Constraints Are Limiting Contextual Opportunities Premium Contextual ROS Premium Sites ROS Portal; Social Media; Network PREMIUM INVENTORY CPM
  • 6. The Behavioural Opportunity for Marketers Average CPM Tier 1 € 10+ Tier 2 € 1-10 Tier 3 < € 1 60 50 100 0 2 4 6 8 10 12 0 20 40 60 80 * Obviously, these are very broad/average CPM ranges… Web impressions Percent Contextual targeting ~ € 15.00 - 20.00+ Behavioural Targeting with Revenue Science ~ € 10.00 - 12.00 ROS Targeting ~ € 5.00 - 10.00 Traditional ad network or Exchanges or Portal ROS € 0.50-1.00 Marketers find a premium audience at a lower CPM
  • 7. Behavioural Targeting Becoming the Standard Most Effective Online Advertising Targeting Methodologies 52.4% 32.9% 30.5% 14.6% 4.9% (Including Daypart) Source: American Advertising Federation (AAF), November 2006 Behavioural Demographic Contextual Geographic Other
  • 8. How Do Consumers Respond? 0% 20% 40% 60% 80% 100% Q: Please indicate to what extent each statement describes your attitudes: I pay more attention to online ads directly related to my online activity (Contextual); I pay more attention to online ads that fit my specific interests (Behavioural) Source: AOL/Revenue Science Sponsored Jupiter Research April 2007 Behavioural Ads More Likely To Receive Attention Represents Top 2 Box Scores: Strongly Agree, Agree 49% 63% Contextual Ads Behavioural Ads
  • 9. How Do Consumers Respond? Represents Top 2 Box Scores: Strongly Agree, Agree Q: Which statement best describes how frequently you have shopped online (i.e., conducted research online and/or purchased online) in the past 12 months? Q: Please indicate to what extent each statement describes your attitudes: I pay more attention to online ads directly related to my online activity (Contextual); I pay more attention to online ads that fit my specific interests (behavioural) Source: AOL/Revenue Science Sponsored Jupiter Research April 2007 Behavioural Ads More Likely To Receive Attention 20% 50% 72% 36% 65% 78% 0% 20% 40% 60% 80% 100% Non-Shoppers Infrequent Shoppers Frequent Shoppers
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  • 17. Thank you Jeremy Mason [email_address] www.revenuescience.com/uk