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Behavioral Targeting &
The Purchase Funnel Opportunity
Prepared for:
Revenue Science
by JupiterResearch
Key Questions

 • What type of advertising drives interest and action? To what extent
   are online consumers receptive to different advertising strategies?

 • How large is the BT receptive audience and how can this group be
   characterized – in particular what is this group’s propensity to shop
   online?

 • How does the Internet fit into daily shopper activities? How are users
   leveraging different tools (as a compliment or outside of Search?)

 • How does the Internet fit into the shopping process? And how does
   the shopping process vary by product category?

 • To what extent is there an opportunity to reach online shoppers
   through behavioral targeting?
Methodology*

 • AOL and Revenue Science commissioned
   JupiterResearch to conduct an independent unbiased
   study to address the study key questions.
 • This effort leveraged an online consumer survey –
   developed by JupiterResearch – for the primary research
   effort.

 • Online survey specifications:
   • Timeframe: April 2007.
   • Number of respondents: 2035 representative of the
     online consumer population.
   • Number of questions: 25.
  *Note: This is an abbreviated methodology; the full version is available upon request
Online Advertising And
Behavioral Targeting Study Highlights
Key Findings

  More consumers are consistently more receptive to
  behaviorally targeted ads than to contextual advertising. In
  fact, behavioral outperformed contextual by as much as 22
  percent.
  Consumers who prefer BT ads represent a higher value
  audience making them a more attractive online advertising
  target
     Represent a higher income bracket
     Spend more money online
     Shop online more frequently


                                         93% of the BT receptive audience
                                                  shops online!
Moving Forward
 Online shoppers are a moving target but the opportunity
 is there to provide a relevant experience and win their attention by:
    Providing ads related to considered purchases during their daily
    activities
    Leveraging the general online activities and habits of online shoppers
    Taking advantage of the multiple steps of the purchase funnel where
    online shoppers leverage the Internet for more than just purchasing
    online – also for researching their purchases (whether the purchase
    execution is online or offline)
Two-Thirds Of Online Users Have Acted
As A Result Of Viewing Online Ads

                 Entered a sweepstakes                         33%

           Visited Web site related to ad                      32%
     Used search to find out more about
                                                             27%
              product/service
      Purchased product/service online                   21%

Registered with site for coupon/discount               17%
                                                                                             66% of
                   Played a game online                17%
                                                                                           Online Users
          Purchased in a physical store                14%
         Told a friend about ad/product            12%
               Forwarded ad to a friend           8%

                 Called toll-free to order        7%

                      None of the above                         34%

                                             0%        20%      40%        60%         80%        100%

                                    Percentage of Online Users



                                                              Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Behavioral Ads More Likely To Receive
Attention Than Contextual Ads Overall


         Represents Top 2 Box Scores: Strongly Agree, Agree


          Behavioral Ads                                63%




          Contextual Ads                        49%



                           0%      20%    40%      60%          80%         100%


                                Percentage of Online Users




                                                Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
More Online Shoppers of All Types Are More
 Receptive To BT Ads


   Represents Top 2 Box Scores: Strongly Agree, Agree

                                                               78%
 Frequent Shoppers
                                                           72%




                                                                                                      Contextual Receptive
                                                                                                      Behavioral Receptive
                                                     65%
Infrequent Shoppers
                                           50%



                                     36%
     Non-Shoppers
                            20%


                      0%   20%       40%      60%             80%            100%

                                  Percentage Of Online Users




                                                    Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Online Shopping And
The Purchase Funnel
Progress Of The Purchase Funnel
Decision Stages




     Inspire/Initiate            Compare                             Execute




   Review                  Check                         Find a
   general                  price,                      specific
   product                features,                     store or
     info       See          etc.     Narrow              site                Make
               what’s                  down                                 purchase
              available               choices



                                        Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Online Shoppers Large Percentage Of The
Online Population



           Researched and
             purchased
                                                                            64%




  Researched not purchased                    18%
                                                                                        88% have
                                                                                        shopped online


  Purchased not researched         7%




     Neither researched nor
           purchased
                                        12%



                              0%          20%        40%              60%               80%             100%

                                        Percentage of Online Users




                                                           Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Online Shoppers Visit Several Sites In A
Typical Day


                 1 to 5                                           50%


               6 to 10                           27%


              11 to 15                  11%
                                                                        48% visited more than 5
              16 to 20         4%                                       sites in one day

           21 or more              6%


     E-mail or IM only        2%


                         0%                20%         40%              60%              80%               100%


                                        Percentage of Online Users




                                                         Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Half Of Online Shoppers Shop Online At
Least Once Per Month



    Less than once per month                                        50%


               Once a month                       26%


            Every other week              13%


                Once a week          5%


      More than once a week          5%


                  Every day         2%


                               0%           20%         40%                60%                 80%                100%

                                     Percentage of Online Shoppers



                                                        Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Online Purchase Research Activity


      Less than one day                        33%

             1 to 3 days                     29%

             4 to 7 days               14%

           1 to 2 weeks              10%

           3 to 4 weeks          6%                      38% reported
           5 to 6 weeks     1%
                                                         the purchase
                                                         process lasted
           7 to 8 weeks     1%                           at least 4 days
          9 to 12 weeks     1%

     More than 12 weeks         5%

                           0%          20%         40%       60%            80%           100%

                                Percentage of Online Shoppers



                                                         Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Limited Opportunity to Connect With Online Researchers



                    Once                            28%



                    Twice                           29%



              Three times                         23%



               Four times              8%



               Five times         2%



      More than five times              10%


                             0%             20%           40%        60%            80%           100%


                                  Percentage of Online Researchers



                                                                Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Behavioral Ads/Promotions More Likely
To Be Noticed By Category Purchase Intenders

                                                                                  79%
    Financial services
                                                                        69%

                                                                                77%
                 Auto
                                                               59%

                                                                            73%
               Travel




                                                                                                 Contextual Receptive
                                                                                                 Behavioral Receptive
                                                               59%

                                                                                  79%
      Health products
                                                                        68%

                                                                               76%
 Consumer electronics
                                                                 61%

                                                                             74%
  Computing products
                                                             57%

                                                                                77%
  Telecommunications
                                                             57%

                         0%       20%      40%              60%                80%               100%
                         Percentage of BT and CT Receptive Segments


                                             Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
Behavioral Ads/Promotions More Likely
To Be Noticed By Category Purchase Intenders

                                                                           72%
        Entertainment
                                                            56%

                                                                                 78%
           Classifieds
                                                                 62%

                                                                          71%
      Pharmaceuticals




                                                                                                Contextual Receptive
                                                                                                Behavioral Receptive
                                                              58%

                                                                         71%
                 CPG
                                                           55%

        Fashion/ style                                                        75%
          products                                              61%

                                                                            73%
    Education services
                                                           55%

                                                                            73%
  Government services
                                                       51%

                         0%    20%        40%               60%                80%                100%
                    Percentage of BT and CT Receptive Segments



                                            Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
More Information




              Marla Schimke
        Marlas@revenuescience.com

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Jupiter Research Study on Behavioral Targeting in Advertising

  • 1. Behavioral Targeting & The Purchase Funnel Opportunity Prepared for: Revenue Science by JupiterResearch
  • 2. Key Questions • What type of advertising drives interest and action? To what extent are online consumers receptive to different advertising strategies? • How large is the BT receptive audience and how can this group be characterized – in particular what is this group’s propensity to shop online? • How does the Internet fit into daily shopper activities? How are users leveraging different tools (as a compliment or outside of Search?) • How does the Internet fit into the shopping process? And how does the shopping process vary by product category? • To what extent is there an opportunity to reach online shoppers through behavioral targeting?
  • 3. Methodology* • AOL and Revenue Science commissioned JupiterResearch to conduct an independent unbiased study to address the study key questions. • This effort leveraged an online consumer survey – developed by JupiterResearch – for the primary research effort. • Online survey specifications: • Timeframe: April 2007. • Number of respondents: 2035 representative of the online consumer population. • Number of questions: 25. *Note: This is an abbreviated methodology; the full version is available upon request
  • 4. Online Advertising And Behavioral Targeting Study Highlights
  • 5. Key Findings More consumers are consistently more receptive to behaviorally targeted ads than to contextual advertising. In fact, behavioral outperformed contextual by as much as 22 percent. Consumers who prefer BT ads represent a higher value audience making them a more attractive online advertising target Represent a higher income bracket Spend more money online Shop online more frequently 93% of the BT receptive audience shops online!
  • 6. Moving Forward Online shoppers are a moving target but the opportunity is there to provide a relevant experience and win their attention by: Providing ads related to considered purchases during their daily activities Leveraging the general online activities and habits of online shoppers Taking advantage of the multiple steps of the purchase funnel where online shoppers leverage the Internet for more than just purchasing online – also for researching their purchases (whether the purchase execution is online or offline)
  • 7. Two-Thirds Of Online Users Have Acted As A Result Of Viewing Online Ads Entered a sweepstakes 33% Visited Web site related to ad 32% Used search to find out more about 27% product/service Purchased product/service online 21% Registered with site for coupon/discount 17% 66% of Played a game online 17% Online Users Purchased in a physical store 14% Told a friend about ad/product 12% Forwarded ad to a friend 8% Called toll-free to order 7% None of the above 34% 0% 20% 40% 60% 80% 100% Percentage of Online Users Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 8. Behavioral Ads More Likely To Receive Attention Than Contextual Ads Overall Represents Top 2 Box Scores: Strongly Agree, Agree Behavioral Ads 63% Contextual Ads 49% 0% 20% 40% 60% 80% 100% Percentage of Online Users Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 9. More Online Shoppers of All Types Are More Receptive To BT Ads Represents Top 2 Box Scores: Strongly Agree, Agree 78% Frequent Shoppers 72% Contextual Receptive Behavioral Receptive 65% Infrequent Shoppers 50% 36% Non-Shoppers 20% 0% 20% 40% 60% 80% 100% Percentage Of Online Users Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 10. Online Shopping And The Purchase Funnel
  • 11. Progress Of The Purchase Funnel Decision Stages Inspire/Initiate Compare Execute Review Check Find a general price, specific product features, store or info See etc. Narrow site Make what’s down purchase available choices Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 12. Online Shoppers Large Percentage Of The Online Population Researched and purchased 64% Researched not purchased 18% 88% have shopped online Purchased not researched 7% Neither researched nor purchased 12% 0% 20% 40% 60% 80% 100% Percentage of Online Users Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 13. Online Shoppers Visit Several Sites In A Typical Day 1 to 5 50% 6 to 10 27% 11 to 15 11% 48% visited more than 5 16 to 20 4% sites in one day 21 or more 6% E-mail or IM only 2% 0% 20% 40% 60% 80% 100% Percentage of Online Users Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 14. Half Of Online Shoppers Shop Online At Least Once Per Month Less than once per month 50% Once a month 26% Every other week 13% Once a week 5% More than once a week 5% Every day 2% 0% 20% 40% 60% 80% 100% Percentage of Online Shoppers Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 15. Online Purchase Research Activity Less than one day 33% 1 to 3 days 29% 4 to 7 days 14% 1 to 2 weeks 10% 3 to 4 weeks 6% 38% reported 5 to 6 weeks 1% the purchase process lasted 7 to 8 weeks 1% at least 4 days 9 to 12 weeks 1% More than 12 weeks 5% 0% 20% 40% 60% 80% 100% Percentage of Online Shoppers Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 16. Limited Opportunity to Connect With Online Researchers Once 28% Twice 29% Three times 23% Four times 8% Five times 2% More than five times 10% 0% 20% 40% 60% 80% 100% Percentage of Online Researchers Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 17. Behavioral Ads/Promotions More Likely To Be Noticed By Category Purchase Intenders 79% Financial services 69% 77% Auto 59% 73% Travel Contextual Receptive Behavioral Receptive 59% 79% Health products 68% 76% Consumer electronics 61% 74% Computing products 57% 77% Telecommunications 57% 0% 20% 40% 60% 80% 100% Percentage of BT and CT Receptive Segments Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 18. Behavioral Ads/Promotions More Likely To Be Noticed By Category Purchase Intenders 72% Entertainment 56% 78% Classifieds 62% 71% Pharmaceuticals Contextual Receptive Behavioral Receptive 58% 71% CPG 55% Fashion/ style 75% products 61% 73% Education services 55% 73% Government services 51% 0% 20% 40% 60% 80% 100% Percentage of BT and CT Receptive Segments Source: AOL/Revenue Science/JupiterResearch Consumer Survey (04/07)
  • 19. More Information Marla Schimke Marlas@revenuescience.com