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Measuring Search’s Impact

Mark Riseley
Research Manager, Google EMEA


Presented on 3rd November 2011 at
“What works now - Marketing Effectiveness in the Data Age”




                                         Google Confidential and Proprietary   1
?

    Google Confidential and Proprietary
Google Confidential and Proprietary
?

    Google Confidential and Proprietary
Harry Potter




               Google Confidential and Proprietary
?

    Google Confidential and Proprietary
Google Confidential and Proprietary
A search is an expression of interest




                                        Google Confidential and Proprietary
Search works as a pull medium

                                 PUSH
                  Online              Radio   Print
                            TV
                  display




                                 Search


                                 PULL


                                                      Google Confidential and Proprietary
9
And offline media drive people to search




                                           Google Confidential and Proprietary   10
Researching Search is Hard




                             Google Confidential and Proprietary   11
How to measure the value of search




 Surveys               Tracking               Experiments                           Modelling




   Consumer insights   Consumer insights +      Prove incremental                     Influence of search
                       Attribution of sales     impact of search ads                  and other drivers on
                                                                                      traffic / sales




                                                                       Google Confidential and Proprietary
How to measure the value of search




 Surveys               Tracking                    Experiments                             Modelling




   Consumer insights   Consumer insights +             Prove incremental                     Influence of search
                       Attribution of sales            impact of search ads                  and other drivers on
                                                                                             traffic / sales

   Shopper surveys     Clickstream analysis            Pre-post tests                        Econometrics

                       Unique phone numbers            Regional split tests

                       Coupons                         Panel split tests

                       Check & reserve analytics       Cookie split tests

                                                       Cross media
                                                       optimization studies

                                                                              Google Confidential and Proprietary
POS Recruited Shopper Survey Approach
                                                  Objectives
                                         1        Quantify the role of the internet in
                                                  buying television equipment in store

                                         2        Identify the differences between those that
                                                  do and don’t use the web in the purchase
                                                  process

                                         3        Understand purchase process of online
                                                  researcher


              Methodology

1             357 offline TV purchasers @ Fnac
              recruited via contest entry at point of
              purchase (in store)

2             Follow up telephone interview then
              conducted 10 days after purchase

                                                                       Google Confidential and Proprietary
 Source: FNAC Spain / Google 2010
Quantifying online to store activity




                                                  52%
                                           WWW




      52% of those buying a TV offline in-store at Fnac had
      previously used the internet for research

                                                  Google Confidential and Proprietary   15
 Source: FNAC Spain / Google 2010
Store Basket size higher for online researchers

Amount
Spent                €701



                                       €526

                                                        +   33%

                                       DID NOT
                                                 Those researching online
                RESEARCHED
                  ONLINE
                                      RESEARCH
                                       ONLINE
                                                 spend on average 33% more
                                                 than those that do not

                                                            Google Confidential and Proprietary
   Source: FNAC Spain / Google 2010
                                                                                                  16
Unique phone number tracking methodology

      Google AdWords:          Product page of ABN Amro       ABN Amro Contact Centre
    Search for car insurance     Display of special hotline   Closing of contract or request
         product, e.g.         telephone number for users      for final contract documents
      “Autoverzekering”            arriving via AdWords




        ABN Amro:
  Online closing of contract




                                                                Google Confidential and Proprietary   17
Example Results: ABN Amro Netherlands
        Indexed Figures




              Car Insurance Contracts through AdWords                 Credit Card Contracts through AdWords

400%                                                           400%


350%                                                           350%


300%                                                           300%


250%                                                           250%
                              254%
200%                                                           200%
                                                354%
150%                                                           150%
                                                                                        14%
100%                                                           100%

                                                               50%    100%                                         114%
50%           100%

 0%                                                             0%
              Online       Contact Centre   Online + Contact          Online       Contact Centre           Online + Contact
                                                 Centre                                                          Centre




   Source: ABN Amro 2010                                                            Google Confidential and Proprietary   18
Research Challenge: Finding Matched Test & Control Groups




                            Total audience




     Test                                                              Control




                                                   Google Confidential and Proprietary   19
Geo-targeted experiment methodology




Source: Vodafone, APT, Google (2010)   Google Confidential and Proprietary   20
Example results: Vodafone UK




Source: Vodafone, APT, Google (2010)   Google Confidential and Proprietary   21
Laptop Sales (Unit)




                                                        0
                                                            1000
                                                                   2000
                                                                           3000
                                                                                  4000
                                                                                         5000
                                                                                                  6000
                                           20-May-07
                                           20-Jun-07
                                            20-Jul-07
                                           20-Aug-07
                                           20-Sep-07




Source: Marketshare / PC City (Spain)
                                           20-Oct-07
                                           20-Nov-07
                                           20-Dec-07
                                            20-Jan-08
                                           20-Feb-08
                                           20-Mar-08
                                           20-Apr-08
                                           20-May-08
                                           20-Jun-08
                                            20-Jul-08
                                           20-Aug-08
                                           20-Sep-08
                                           20-Oct-08
                                           20-Nov-08
                                                                                                                   Econometric modelling methodology




                                           20-Dec-08
                                            20-Jan-09
                                           20-Feb-09
                                           20-Mar-09
                                           20-Apr-09
                                           20-May-09
                                           20-Jun-09
                                            20-Jul-09
                                           20-Aug-09
                                           20-Sep-09
                                           20-Oct-09
                                           20-Nov-09
                                           20-Dec-09
                                                                                                Actual




                                            20-Jan-10
                                                                                                         Modeled




     Google Confidential and Proprietary




                                           20-Feb-10
   22
Search query data can tease out external effects: category seasonality




                                                             Google Confidential and Proprietary
Search query data can tease out external effects: product launches




                                                         Google Confidential and Proprietary
Search query data can tease out external effects: competition




                                                         Google Confidential and Proprietary
Mapping sales drivers
                                                                                                                          Business
                                        Online world Offline world                                                        Outcome

                                                                                                                         + Driver

                           Online                             Traditional                                                 - Driver

                           Search                               Media
                                                                                                                       Width of line
                                                                             Store Refurbishment                       indicates size
                                                                                                                         of driver
                   SEM                                                                          Holiday
        Online (Paid Search) Email
        Display

                                                                                                          Short term
                       Web traffic                                      Offline Sales                     Promo days



                          Online
                          Sales                                             Competitive            Sporting
                                                                              Media
                                                                                             Rainf Events
                                              Price, Base Sales                               all
                                               & Seasonality
                                                                                                                                     26
Source: Marketshare / PC City (Spain)                                                     Google Confidential and Proprietary   26
Econometrics helps optimize media mix


                                                                                                                                                     Historical
                                                                                                                                   4,800              spend
                                                     Historical
                         4,800
                                                      spend




                                                                                                     Weekly Sales (Units)
  Weekly Sales (Units)




                         4,700                                                                                                     4,700
                                                                                                                                                                                       Optimal
                         4,600                                                                                                                                                         spend
                         4,500                                                                                                     4,600
                                                                  Optimal
                         4,400                                    spend

                         4,300                 Increase spend in                                                                   4,500                   Increase spend in
                         4,200                                                                                                                                                               Paid search
                                                                             catalogues
                         4,100                                                                                                     4,400
                                 -   50,000 100,000 150,000 200,000 250,000 300,000 350,000                                                  -            10,000       20,000          30,000      40,000         50,000
                                                Weekly Media Spend €                                                                                                Weekly Media Spend €




                                                                                                                                         4,800
                         4,800                       Historical
                                                                                                                                                     Historical
                                                      spend




                                                                                                                  Weekly Sales (Units)
                                                                                                                                         4,700        spend
  Weekly Sales (Units)




                         4,700

                         4,600
                                                                                                                                         4,600                     Optimal
                         4,500                                                                                                                                     spend
                                               Optimal                                                                                   4,500
                         4,400
                                               spend
                         4,300
                                                                            Decrease spend in                                                                       Increase spend in
                                                                                                                                         4,400
                         4,200                                                                                                                                                                         Press
                                                            TV
                         4,100                                                                                                           4,300
                                 -   100,000    200,000   300,000      400,000   500,000   600,000                                               -      10,000     20,000     30,000     40,000   50,000    60,000    70,000
                                                   Weekly Media Spend €                                                                                               Weekly Media Spend €


                                                                                                                                                                                                                     27

Source: Marketshare / PC City (Spain)                                                                                                                                       Google Confidential and Proprietary
Search query trends can have predictive power




                                                Google Confidential and Proprietary   28
Bank of England nowcasting with search data




                                              Google Confidential and Proprietary   29
You can do this yourself...




                              Google Confidential and Proprietary   30
You can do this yourself...




                              Google Confidential and Proprietary   31
Conclusions

• Researching search is hard because it’s a pull medium, so
  established methods don’t always apply

• Tracking and surveys can generate useful consumer insights around
  search and the online to offline effect

• Experiments and econometrics can be used to establish the lift and
  true ROI of search activity

• Search query trends can be used to represent external factors such
  as seasonality, competition and product launches in models, and
  has predictive power




                                                     Google Confidential and Proprietary   32
Questions?
mriseley@google.com




                      Google Confidential and Proprietary   33

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Google - measuring search's impact

  • 1. Measuring Search’s Impact Mark Riseley Research Manager, Google EMEA Presented on 3rd November 2011 at “What works now - Marketing Effectiveness in the Data Age” Google Confidential and Proprietary 1
  • 2. ? Google Confidential and Proprietary
  • 4. ? Google Confidential and Proprietary
  • 5. Harry Potter Google Confidential and Proprietary
  • 6. ? Google Confidential and Proprietary
  • 8. A search is an expression of interest Google Confidential and Proprietary
  • 9. Search works as a pull medium PUSH Online Radio Print TV display Search PULL Google Confidential and Proprietary 9
  • 10. And offline media drive people to search Google Confidential and Proprietary 10
  • 11. Researching Search is Hard Google Confidential and Proprietary 11
  • 12. How to measure the value of search Surveys Tracking Experiments Modelling Consumer insights Consumer insights + Prove incremental Influence of search Attribution of sales impact of search ads and other drivers on traffic / sales Google Confidential and Proprietary
  • 13. How to measure the value of search Surveys Tracking Experiments Modelling Consumer insights Consumer insights + Prove incremental Influence of search Attribution of sales impact of search ads and other drivers on traffic / sales Shopper surveys Clickstream analysis Pre-post tests Econometrics Unique phone numbers Regional split tests Coupons Panel split tests Check & reserve analytics Cookie split tests Cross media optimization studies Google Confidential and Proprietary
  • 14. POS Recruited Shopper Survey Approach Objectives 1 Quantify the role of the internet in buying television equipment in store 2 Identify the differences between those that do and don’t use the web in the purchase process 3 Understand purchase process of online researcher Methodology 1 357 offline TV purchasers @ Fnac recruited via contest entry at point of purchase (in store) 2 Follow up telephone interview then conducted 10 days after purchase Google Confidential and Proprietary Source: FNAC Spain / Google 2010
  • 15. Quantifying online to store activity 52% WWW 52% of those buying a TV offline in-store at Fnac had previously used the internet for research Google Confidential and Proprietary 15 Source: FNAC Spain / Google 2010
  • 16. Store Basket size higher for online researchers Amount Spent €701 €526 + 33% DID NOT Those researching online RESEARCHED ONLINE RESEARCH ONLINE spend on average 33% more than those that do not Google Confidential and Proprietary Source: FNAC Spain / Google 2010 16
  • 17. Unique phone number tracking methodology Google AdWords: Product page of ABN Amro ABN Amro Contact Centre Search for car insurance Display of special hotline Closing of contract or request product, e.g. telephone number for users for final contract documents “Autoverzekering” arriving via AdWords ABN Amro: Online closing of contract Google Confidential and Proprietary 17
  • 18. Example Results: ABN Amro Netherlands Indexed Figures Car Insurance Contracts through AdWords Credit Card Contracts through AdWords 400% 400% 350% 350% 300% 300% 250% 250% 254% 200% 200% 354% 150% 150% 14% 100% 100% 50% 100% 114% 50% 100% 0% 0% Online Contact Centre Online + Contact Online Contact Centre Online + Contact Centre Centre Source: ABN Amro 2010 Google Confidential and Proprietary 18
  • 19. Research Challenge: Finding Matched Test & Control Groups Total audience Test Control Google Confidential and Proprietary 19
  • 20. Geo-targeted experiment methodology Source: Vodafone, APT, Google (2010) Google Confidential and Proprietary 20
  • 21. Example results: Vodafone UK Source: Vodafone, APT, Google (2010) Google Confidential and Proprietary 21
  • 22. Laptop Sales (Unit) 0 1000 2000 3000 4000 5000 6000 20-May-07 20-Jun-07 20-Jul-07 20-Aug-07 20-Sep-07 Source: Marketshare / PC City (Spain) 20-Oct-07 20-Nov-07 20-Dec-07 20-Jan-08 20-Feb-08 20-Mar-08 20-Apr-08 20-May-08 20-Jun-08 20-Jul-08 20-Aug-08 20-Sep-08 20-Oct-08 20-Nov-08 Econometric modelling methodology 20-Dec-08 20-Jan-09 20-Feb-09 20-Mar-09 20-Apr-09 20-May-09 20-Jun-09 20-Jul-09 20-Aug-09 20-Sep-09 20-Oct-09 20-Nov-09 20-Dec-09 Actual 20-Jan-10 Modeled Google Confidential and Proprietary 20-Feb-10 22
  • 23. Search query data can tease out external effects: category seasonality Google Confidential and Proprietary
  • 24. Search query data can tease out external effects: product launches Google Confidential and Proprietary
  • 25. Search query data can tease out external effects: competition Google Confidential and Proprietary
  • 26. Mapping sales drivers Business Online world Offline world Outcome + Driver Online Traditional - Driver Search Media Width of line Store Refurbishment indicates size of driver SEM Holiday Online (Paid Search) Email Display Short term Web traffic Offline Sales Promo days Online Sales Competitive Sporting Media Rainf Events Price, Base Sales all & Seasonality 26 Source: Marketshare / PC City (Spain) Google Confidential and Proprietary 26
  • 27. Econometrics helps optimize media mix Historical 4,800 spend Historical 4,800 spend Weekly Sales (Units) Weekly Sales (Units) 4,700 4,700 Optimal 4,600 spend 4,500 4,600 Optimal 4,400 spend 4,300 Increase spend in 4,500 Increase spend in 4,200 Paid search catalogues 4,100 4,400 - 50,000 100,000 150,000 200,000 250,000 300,000 350,000 - 10,000 20,000 30,000 40,000 50,000 Weekly Media Spend € Weekly Media Spend € 4,800 4,800 Historical Historical spend Weekly Sales (Units) 4,700 spend Weekly Sales (Units) 4,700 4,600 4,600 Optimal 4,500 spend Optimal 4,500 4,400 spend 4,300 Decrease spend in Increase spend in 4,400 4,200 Press TV 4,100 4,300 - 100,000 200,000 300,000 400,000 500,000 600,000 - 10,000 20,000 30,000 40,000 50,000 60,000 70,000 Weekly Media Spend € Weekly Media Spend € 27 Source: Marketshare / PC City (Spain) Google Confidential and Proprietary
  • 28. Search query trends can have predictive power Google Confidential and Proprietary 28
  • 29. Bank of England nowcasting with search data Google Confidential and Proprietary 29
  • 30. You can do this yourself... Google Confidential and Proprietary 30
  • 31. You can do this yourself... Google Confidential and Proprietary 31
  • 32. Conclusions • Researching search is hard because it’s a pull medium, so established methods don’t always apply • Tracking and surveys can generate useful consumer insights around search and the online to offline effect • Experiments and econometrics can be used to establish the lift and true ROI of search activity • Search query trends can be used to represent external factors such as seasonality, competition and product launches in models, and has predictive power Google Confidential and Proprietary 32
  • 33. Questions? mriseley@google.com Google Confidential and Proprietary 33