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MENA Online Advertising Industry
             Abdulrahman Tarabzouni
             Regional Manager, Emerging Arabia
             Google
                aitmit




                                    Google Confidential and Proprietary
                                                                          1
Internet Industry



              Google Confidential and Proprietary   12
Infrastructure   Content   Commerce




                                      3
Infrastructure   Content   Commerce




                                      3
Infrastructure   Content   Commerce




                                      3
Market: MENA Market Highlights
   337M
   People             =                            5x
                                                                     5% of World Population
                                                                     Young Population: 33% of them < 14 Years Old


                                                    R2                          Population               GDP per Capita
          R4
                              R3




                                                                                 Advertising           Top Countries
  Insights:                                                                      Expenditure
                                                                    R1
  22 Countries
  +33% below 14 years                                                              Over 70%               Saudi & UAE
  Arabic in the top 10 languages in number of search queries
  Arabic is spoken by +80%                                                         Unknown                Jordan
  Highest GDP per Capita $110k in Kuwait                                           Over 8%                Egypt
  2nd Language is French in R4 vs. English in R3
  Over 60% of MENA users are Males                                                 Over 9%                Morocco

Sources:: Ministries of Telecom, CIA Fact Book, AC Nielsen, Madar              Excluding Yemen, Iran, Sudan and Syria


    $8B
    Ad Spend      =           30%                                        2.5x Poland Ad Spend ($3B in 2009)
                                                                         GDP Real Growth at 6% vs. 3.1% Globally
Online Advertising in MENA

                    Ad Market Size in $M
                                   North Africa                            Gulf



                                                  Saudi Arabia



                              Levant


                                                                 Internet Penetration




                  MENA Online Ad Spend in 2010 =
                                 110m-130m USD



                                                                                        5
1,354                             287 (21%)


                             1,224

        MENA                                               90 (45%)
                       348
                                                   MENA    63 (18%)
                                                  MENA
                  311
                                                          60 (73%)
                 234



          3rd                                             6th
          Population                                  # of Internet Users




63M
Internet Users
                 >               Internet Users   Population          75% Population




                                                                              Google Confidential and Proprietary
                                                                                                                    6
Saudi: Duration of usage (Minutes per day)
• Over 2 hours spent daily on Internet on desktop / laptop and watching TV.
• Those using internet on mobile spend almost an hour everyday.




                             133               130




                                                                 68


                                                                               45
                                                                                               39
                                                                                                            26          25




                               Internet              TV         Mobile Internet Mobile Phone        Radio   Magazines   Newspapers




Confidential & Proprietary         Copyright © 2010 The Nielsen Company


                                                                                                                 Page 14
Online Activities and Search Share
                                                                                                  Use a Search Engine                          94

                                                                                                   Visit internet portals                    87

                                                                                                Send or receive emails                 76
                                                                                                                                 Very High
                                                                                                                                          68
                             3%                                                           Instant Messaging / Chatting
                                                                                                                                        64
                                                                                  Visit / access social networking sites
                                                                                                 Listen to music online                58
                                                                                                                                        High

                                                                                          Download music, videos, etc                48

                                                                                           Watch videos / TV programs                46

                                                                                                     Play games online               46
                                                                                                                                     Medium

                                                                               Access / Download / Upload video clips            35

                                                                                   Access / Download / Upload photos             33
                               97%                                          Download applications /software / updates            29

                                                                                                     Write / read blogs         26

                                                                          Research an item you are thinking of buying           22

                                                                                     Click on an online ad banner / link        22
                                                                                                                                          Low
                                                                                  Use online banking / pay bills online         19

                                                                                              Set up your own website       11
                         Google              Others                 Post online ratings / reviews of products / services    11
                                                                                                                                     Very low
                                                                          Complete Online Transactions / E-commerce         8




Confidential & Proprietary   Copyright © 2010 The Nielsen Company
Search Trends




 Queries in Arabic represents:

 +54% of MENA queries
 +80% of Saudi queries


                                 Google Confidential and Proprietary
Online Advertising: How do
I stand out on the web?  Google Confidential and Proprietary 11
                   Google Confidential and Proprietary    11
Google is in the “Connections Business”


    Connect consumers
   to ALL the information
       they care about




                                  Connect marketers
                                to ALL the customers
                                   they care about
                                           Google Confidential and Proprietary   13
Reach Customers- Advertise on the Google Network

                          1
                               Google
                               Search:



                          2
                               Search
                              partners:


       network
                          3    Display
                              partners:


 The whole Google
 Network reaches
 around 86% of
 Global Internet users!



                                          Google Confidential and Proprietary   14
Targeting options on the network
Reach customers through various advertising touch points:

    Search (97%+ reach in MENA)               Display (80%+ reach in MENA)



Search campaign     Search campaign    Contextually targeted             Placement Targeted
                                              campaign                        campaign
reach Customers     reach Customers
                                          reach Customers              reach Customers surfing
  searching on        searching on       surfing hundred of                selected sites on
     Google             Google’s       thousands of 3rd party              Google’s Display
                     search partners            sites                          Network




                                                                Google Confidential and Proprietary   15
On search
                    Sponsored Ads
                  Cost Per Click (CPC)




Natural Results
   (unpaid)




                   Google Confidential and Proprietary   19
On Display Network- Contextual targeting


     Reaches millions of users as they read content online




  Google scans a page,
interprets its content and
   serves relevant ads
                                              Relevant ads
                                           Targeted in real-time




               Recipe for Roasted
               Garlic Pasta Sauce


                                                       Google Confidential and Proprietary   20
Google’s Pricing Models


      CPM Model
   Content Targeting            CPC Model
  • Cost per thousand     • Cost per click
  impressions
                          • Maximum bid & CTR
  • Only your Maximum     are considered
  bid is considered
                          • Reach & Frequency
  • Access to Reach &     reporting not available
  Frequency reporting
                          • Search & Content
  • Content Network       Networks


                                      Google Confidential and Proprietary
Google AdSense Enables You to Monetise Pages Across Your
    Entire Site … And Beyond

                     Expanding the AdSense Family
             Search Pages                            Content Pages




         Plus, more ways to monetise with other AdSense products
5                              Google Confidential
Google AdSense for Search




7                       Google Confidential
Google AdSense for Search




7                       Google Confidential
AdSense technology maximises ad relevance and
     performance


                                                        • No manual intervention
                                                        • AdSense automatically
                                                            understands the content of
                                                            a specific page, and
                                                        •   Dynamically targets ads as
                                                            the content on the page
                                                            changes
                                                        •   Competitive hand-mapping
                                                            solutions only target the
                                                            static category level




           Freshness and Relevancy are vital to page performance
12                                Google Confidential
Linguistics Processing Delivers Superior Matching
     Through linguistics processing, we know that this page is about coffee,
     not programming or a vacation spot




13                                  Google Confidential
MENA AFC Partners
Do they click on ads? (Saudi)
                       Click online ads on Desktop / Laptop                                                                      • Men more likely to click on online
                                                                                                                                   ads both on desktop / laptop as well
                  Always                Sometimes               Rarely            Never                                            as mobile.

     19%            18%           18%            19%                          10%
                                                                37%                          33%
                                                                              34%
     31%            34%           28%            29%
                                                                                             27%
                                                                29%                                                              • Nearly half of those who recall
     39%            38%           41%            44%                          46%                                                  seeing online ads on desktop /
                                                                24%                          29%
                                                                                                                                   laptop click on them.
     11%            10%           13%            8%             10%           10%             11%

    Total       15 - 24 Yrs    25 - 34 Yrs   35 - 44 Yrs     45 - 54 yrs      Males        Females


Question: Do you click on the ads you see while accessing the
internet from a laptop / desktop?
Base: All recalling seeing an ad on Desktop / Laptop (789)                                                  Click online ads on mobile

                                                                                                 Always                Sometimes             Rarely           Never

                                                                                   18%               18%              18%                             10%
                                                                                                                                      20%
                                                                                                                                                                       36%
                                                                                                                      21%                             28%
                                                                                   24%               28%                              24%
                                                                                                                                                                       17%
                                                                                   42%                                40%                             47%
                                                                                                     40%                              44%                              28%
   • Marginally lower resistance to
     clicking on ads seen on mobile!                                               16%                                21%                             15%              19%
                                                                                                     14%                              12%

                                                                                   Total         15 - 24 Yrs       25 - 34 Yrs     35 - 44 Yrs        Males           Females



                                                                           Question: Do you click on the ads you see while accessing the internet from a mobile?
                                                                           Base: All recalling seeing an ad on mobile (287)
Confidential & Proprietary     Copyright © 2010 The Nielsen Company


                                                                                                                                 Page 56
Saudi: Impact on purchase decision
• Online advertising at best impacts purchase decision only occasionally.


                                                                                                    • Over 40% people say online
                                                                                                      advertising does not impact
                                                                                                      their purchase decision.


                             Always                Sometimes           Occasionally      Never




                   42%                  42%                  41%           42%                             41%               44%
                                                                                         56%




                   30%                                       28%           28%                             30%
                                        33%                                                                                  30%
                                                                                         23%


                   24%                                       27%           28%                             26%               22%
                                        21%
                                                                                         19%
                   4%
                   0%                    4%
                                         0%                   4%
                                                              0%           2%
                                                                           0%            2%
                                                                                         0%                 3%
                                                                                                            0%               4%
                                                                                                                             0%
                  Total             15 - 24 Yrs          25 - 34 Yrs   35 - 44 Yrs    45 - 54 yrs          Males           Females

Question: How often have your purchase decisions been
influenced by any sort of online advertising?
Base: All internet users (1067)
Confidential & Proprietary      Copyright © 2010 The Nielsen Company


                                                                                                         Page 57
The dominant online behaviour remains “ROPO”
             % of tech product consumers who used online during the purchase process
                          (average of TV, Audio, PC, Cameras categories)




                                                                         Google Confidential and Proprietary   4
In this complex journey, search engines are the
compass

                                                       Found website by:


                                                                              Search engine(s)                                                    0.68


                                                   Typed address(es) directly into browser                               0.27

                                                                                                                          0.9
                                                                                                                  90%
                                                         Followed links from other websites                             0.23
                                                                                                                  68%


                                                                                                                  45%
                                      Already had website(s) in favourites / bookmarked                                 0.23
                                                                                                                  23%           15%
                                                                                                                                       6%    6%     5%    2%
                                                                                                                   0%
                                                         Followed links from email received                0.06
                                                                                                                                                                   Other




                                                                                                     0%        18%        35%         53%       70%


Q26 Which methods did you use to find the websites you visited during the research and purchase process? Base: All researching online,Google Confidential and Proprietary
                                                                                                                                      n=1,141                               6
Challenges
DSL and mobile Internet access remain expensive

Usage between an emerging and
a developed market:

Smartphone usage rising but still
low

Mostly tier-2 phones e.g. S60,
BlackBerry

Many tier-3 (feature) phones
(small screens, mainly phone /           Search queries
SMS)
                                    More than 50% annual
High prices and lack of access
to entry point to the web
                                      growth in mobile
                                        subscriptions
                                    over the past 5 years
                                                            27
Lack of high quality content

5% users speak Arabic vs. 2% of
the content online is in Arabic

Forums are very popular in the
Middle East and North Africa
(35% of content vs. 10%
elsewhere), but :
- unstructured ;
- lack quality.


Challenge for a search engine to
ensure
- relevant
- high quality
- and fresh
results to surface to the top spots.


                                       28
Low credit card penetration rates
Lack of online forms of payment
Required infrastructure still
  catching up

Addressing and postal
  systems still in
  development in some
  countries in the Middle
  East

Low credit card penetration
                                !     Security still a major issue
  (<5% outside of Gulf               e.g. North American airlines
  countries)                        review 3% of transactions vs.
                                       80% by Middle Eastern
E-commerce & inter-country                      airlines
   trade laws not yet ready

SMBs not online
                                                                     29
Case Studies

         Google Confidential and Proprietary   12
Test Objective


     Quantify the impact of search advertising on
               Vodafone’s in-store sales




                                        Google Confidential and Proprietary   13
Test Design

  Objective: create a measureable difference in Google AdWords spending
 between test and control regions and determine the impact on in-store sales.


                                             1. Determine a baseline of
                                                sales activity in each test/
 Selected a representative set of               control region before the
 94 Vodafone stores from 5 test                 experiment
 regions across the UK; matched
 control stores were taken from
 other parts of the country                  2. Increase online advertising
                                                for defined product
                                                categories (handset/generic
                                                keywords) in test markets
                                             3. Determine the difference in
                                                sales between test and
                  Test                          control markets due to
                                                altered online spending
                  Control




                                                              Google Confidential and Proprietary   14
Results

 AdWords are a highly effective driver of in-                       Overall sales lift of 1.5% in
                                                                                               test

                                                            1
        store sales at Vodafone                                     markets when compared to the
Vodafone up-weighted spend on handset and generic                   control markets; additional lift
keywords and significantly increased in-store sales
                                                                    of up to 10.5% in specific
                                                                    categories (e.g. Sim-only
                                                                    Positive 400% return on

                                                            2       contracts) investment
                                                                    advertising
                                                                    (Vodafone received £4.26 in
                                                                    sales for every £1 spent on
                                                                    27k new customers visit Vodafone

                                                            3       AdWords)a result of increased
                                                                    stores as
                                                                    online spend
                                                                    1.75 in-store connections are

                                                            4       driven by AdWords for every 1
                                                                    online, showing AdWords has
                                                                    an even greater impact in-store
 “Vodafone’s additional investment in generic and upper funnel keywords was an effective
 way to drive incremental in-store sales. We now have a better understanding of the impact
 of online research on retail purchase behaviour and we’ll have to rethink the way our current
 attribution model works.”                                 -Mike Durbridge, Head of Direct Sales, Vodafone UK



                                                                                  Google Confidential and Proprietary   15
1.Scale
      Google Confidential and Proprietary
                                            36
Dawn of the world until 2003

  5 exabytes of information

            2 days

667 exabytes per day
                         Google Confidential and Proprietary
                                                               37
Google Confidential and Proprietary
                                      38
2.Reach
      Google Confidential and Proprietary
                                            39
Google Confidential and Proprietary
                                      40
3.Speed
      Google Confidential and Proprietary
                                            41
Google Confidential and Proprietary
                                      42
Scale 1,000,000 years into 1 year

                                        11:58PM
                                        11:55PM
                                          11:58PM
                               19 Dec31 Dec
                                  30 11:10PM
                                     Dec
                                      11:50PM
                                     7:30PM
            Spring   Mid-Nov




                                Google Confidential and Proprietary
                                                                      43
Google Confidential and Proprietary
                                      44

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MENA Online Advertising Industry

  • 1. MENA Online Advertising Industry Abdulrahman Tarabzouni Regional Manager, Emerging Arabia Google aitmit Google Confidential and Proprietary 1
  • 2. Internet Industry Google Confidential and Proprietary 12
  • 3. Infrastructure Content Commerce 3
  • 4. Infrastructure Content Commerce 3
  • 5. Infrastructure Content Commerce 3
  • 6. Market: MENA Market Highlights 337M People = 5x 5% of World Population Young Population: 33% of them < 14 Years Old R2 Population GDP per Capita R4 R3 Advertising Top Countries Insights: Expenditure R1 22 Countries +33% below 14 years Over 70% Saudi & UAE Arabic in the top 10 languages in number of search queries Arabic is spoken by +80% Unknown Jordan Highest GDP per Capita $110k in Kuwait Over 8% Egypt 2nd Language is French in R4 vs. English in R3 Over 60% of MENA users are Males Over 9% Morocco Sources:: Ministries of Telecom, CIA Fact Book, AC Nielsen, Madar Excluding Yemen, Iran, Sudan and Syria $8B Ad Spend = 30% 2.5x Poland Ad Spend ($3B in 2009) GDP Real Growth at 6% vs. 3.1% Globally
  • 7. Online Advertising in MENA Ad Market Size in $M North Africa Gulf Saudi Arabia Levant Internet Penetration MENA Online Ad Spend in 2010 = 110m-130m USD 5
  • 8. 1,354 287 (21%) 1,224 MENA 90 (45%) 348 MENA 63 (18%) MENA 311 60 (73%) 234 3rd 6th Population # of Internet Users 63M Internet Users > Internet Users Population 75% Population Google Confidential and Proprietary 6
  • 9. Saudi: Duration of usage (Minutes per day) • Over 2 hours spent daily on Internet on desktop / laptop and watching TV. • Those using internet on mobile spend almost an hour everyday. 133 130 68 45 39 26 25 Internet TV Mobile Internet Mobile Phone Radio Magazines Newspapers Confidential & Proprietary Copyright © 2010 The Nielsen Company Page 14
  • 10. Online Activities and Search Share Use a Search Engine 94 Visit internet portals 87 Send or receive emails 76 Very High 68 3% Instant Messaging / Chatting 64 Visit / access social networking sites Listen to music online 58 High Download music, videos, etc 48 Watch videos / TV programs 46 Play games online 46 Medium Access / Download / Upload video clips 35 Access / Download / Upload photos 33 97% Download applications /software / updates 29 Write / read blogs 26 Research an item you are thinking of buying 22 Click on an online ad banner / link 22 Low Use online banking / pay bills online 19 Set up your own website 11 Google Others Post online ratings / reviews of products / services 11 Very low Complete Online Transactions / E-commerce 8 Confidential & Proprietary Copyright © 2010 The Nielsen Company
  • 11. Search Trends Queries in Arabic represents: +54% of MENA queries +80% of Saudi queries Google Confidential and Proprietary
  • 12. Online Advertising: How do I stand out on the web? Google Confidential and Proprietary 11 Google Confidential and Proprietary 11
  • 13. Google is in the “Connections Business” Connect consumers to ALL the information they care about Connect marketers to ALL the customers they care about Google Confidential and Proprietary 13
  • 14. Reach Customers- Advertise on the Google Network 1 Google Search: 2 Search partners: network 3 Display partners: The whole Google Network reaches around 86% of Global Internet users! Google Confidential and Proprietary 14
  • 15. Targeting options on the network Reach customers through various advertising touch points: Search (97%+ reach in MENA) Display (80%+ reach in MENA) Search campaign Search campaign Contextually targeted Placement Targeted campaign campaign reach Customers reach Customers reach Customers reach Customers surfing searching on searching on surfing hundred of selected sites on Google Google’s thousands of 3rd party Google’s Display search partners sites Network Google Confidential and Proprietary 15
  • 16. On search Sponsored Ads Cost Per Click (CPC) Natural Results (unpaid) Google Confidential and Proprietary 19
  • 17. On Display Network- Contextual targeting Reaches millions of users as they read content online Google scans a page, interprets its content and serves relevant ads Relevant ads Targeted in real-time Recipe for Roasted Garlic Pasta Sauce Google Confidential and Proprietary 20
  • 18. Google’s Pricing Models CPM Model Content Targeting CPC Model • Cost per thousand • Cost per click impressions • Maximum bid & CTR • Only your Maximum are considered bid is considered • Reach & Frequency • Access to Reach & reporting not available Frequency reporting • Search & Content • Content Network Networks Google Confidential and Proprietary
  • 19. Google AdSense Enables You to Monetise Pages Across Your Entire Site … And Beyond Expanding the AdSense Family Search Pages Content Pages Plus, more ways to monetise with other AdSense products 5 Google Confidential
  • 20. Google AdSense for Search 7 Google Confidential
  • 21. Google AdSense for Search 7 Google Confidential
  • 22. AdSense technology maximises ad relevance and performance • No manual intervention • AdSense automatically understands the content of a specific page, and • Dynamically targets ads as the content on the page changes • Competitive hand-mapping solutions only target the static category level Freshness and Relevancy are vital to page performance 12 Google Confidential
  • 23. Linguistics Processing Delivers Superior Matching Through linguistics processing, we know that this page is about coffee, not programming or a vacation spot 13 Google Confidential
  • 25. Do they click on ads? (Saudi) Click online ads on Desktop / Laptop • Men more likely to click on online ads both on desktop / laptop as well Always Sometimes Rarely Never as mobile. 19% 18% 18% 19% 10% 37% 33% 34% 31% 34% 28% 29% 27% 29% • Nearly half of those who recall 39% 38% 41% 44% 46% seeing online ads on desktop / 24% 29% laptop click on them. 11% 10% 13% 8% 10% 10% 11% Total 15 - 24 Yrs 25 - 34 Yrs 35 - 44 Yrs 45 - 54 yrs Males Females Question: Do you click on the ads you see while accessing the internet from a laptop / desktop? Base: All recalling seeing an ad on Desktop / Laptop (789) Click online ads on mobile Always Sometimes Rarely Never 18% 18% 18% 10% 20% 36% 21% 28% 24% 28% 24% 17% 42% 40% 47% 40% 44% 28% • Marginally lower resistance to clicking on ads seen on mobile! 16% 21% 15% 19% 14% 12% Total 15 - 24 Yrs 25 - 34 Yrs 35 - 44 Yrs Males Females Question: Do you click on the ads you see while accessing the internet from a mobile? Base: All recalling seeing an ad on mobile (287) Confidential & Proprietary Copyright © 2010 The Nielsen Company Page 56
  • 26. Saudi: Impact on purchase decision • Online advertising at best impacts purchase decision only occasionally. • Over 40% people say online advertising does not impact their purchase decision. Always Sometimes Occasionally Never 42% 42% 41% 42% 41% 44% 56% 30% 28% 28% 30% 33% 30% 23% 24% 27% 28% 26% 22% 21% 19% 4% 0% 4% 0% 4% 0% 2% 0% 2% 0% 3% 0% 4% 0% Total 15 - 24 Yrs 25 - 34 Yrs 35 - 44 Yrs 45 - 54 yrs Males Females Question: How often have your purchase decisions been influenced by any sort of online advertising? Base: All internet users (1067) Confidential & Proprietary Copyright © 2010 The Nielsen Company Page 57
  • 27. The dominant online behaviour remains “ROPO” % of tech product consumers who used online during the purchase process (average of TV, Audio, PC, Cameras categories) Google Confidential and Proprietary 4
  • 28. In this complex journey, search engines are the compass Found website by: Search engine(s) 0.68 Typed address(es) directly into browser 0.27 0.9 90% Followed links from other websites 0.23 68% 45% Already had website(s) in favourites / bookmarked 0.23 23% 15% 6% 6% 5% 2% 0% Followed links from email received 0.06 Other 0% 18% 35% 53% 70% Q26 Which methods did you use to find the websites you visited during the research and purchase process? Base: All researching online,Google Confidential and Proprietary n=1,141 6
  • 30. DSL and mobile Internet access remain expensive Usage between an emerging and a developed market: Smartphone usage rising but still low Mostly tier-2 phones e.g. S60, BlackBerry Many tier-3 (feature) phones (small screens, mainly phone / Search queries SMS) More than 50% annual High prices and lack of access to entry point to the web growth in mobile subscriptions over the past 5 years 27
  • 31. Lack of high quality content 5% users speak Arabic vs. 2% of the content online is in Arabic Forums are very popular in the Middle East and North Africa (35% of content vs. 10% elsewhere), but : - unstructured ; - lack quality. Challenge for a search engine to ensure - relevant - high quality - and fresh results to surface to the top spots. 28
  • 32. Low credit card penetration rates Lack of online forms of payment Required infrastructure still catching up Addressing and postal systems still in development in some countries in the Middle East Low credit card penetration ! Security still a major issue (<5% outside of Gulf e.g. North American airlines countries) review 3% of transactions vs. 80% by Middle Eastern E-commerce & inter-country airlines trade laws not yet ready SMBs not online 29
  • 33. Case Studies Google Confidential and Proprietary 12
  • 34. Test Objective Quantify the impact of search advertising on Vodafone’s in-store sales Google Confidential and Proprietary 13
  • 35. Test Design Objective: create a measureable difference in Google AdWords spending between test and control regions and determine the impact on in-store sales. 1. Determine a baseline of sales activity in each test/ Selected a representative set of control region before the 94 Vodafone stores from 5 test experiment regions across the UK; matched control stores were taken from other parts of the country 2. Increase online advertising for defined product categories (handset/generic keywords) in test markets 3. Determine the difference in sales between test and Test control markets due to altered online spending Control Google Confidential and Proprietary 14
  • 36. Results AdWords are a highly effective driver of in- Overall sales lift of 1.5% in test 1 store sales at Vodafone markets when compared to the Vodafone up-weighted spend on handset and generic control markets; additional lift keywords and significantly increased in-store sales of up to 10.5% in specific categories (e.g. Sim-only Positive 400% return on 2 contracts) investment advertising (Vodafone received £4.26 in sales for every £1 spent on 27k new customers visit Vodafone 3 AdWords)a result of increased stores as online spend 1.75 in-store connections are 4 driven by AdWords for every 1 online, showing AdWords has an even greater impact in-store “Vodafone’s additional investment in generic and upper funnel keywords was an effective way to drive incremental in-store sales. We now have a better understanding of the impact of online research on retail purchase behaviour and we’ll have to rethink the way our current attribution model works.” -Mike Durbridge, Head of Direct Sales, Vodafone UK Google Confidential and Proprietary 15
  • 37.
  • 38. 1.Scale Google Confidential and Proprietary 36
  • 39. Dawn of the world until 2003 5 exabytes of information 2 days 667 exabytes per day Google Confidential and Proprietary 37
  • 40. Google Confidential and Proprietary 38
  • 41. 2.Reach Google Confidential and Proprietary 39
  • 42. Google Confidential and Proprietary 40
  • 43. 3.Speed Google Confidential and Proprietary 41
  • 44. Google Confidential and Proprietary 42
  • 45. Scale 1,000,000 years into 1 year 11:58PM 11:55PM 11:58PM 19 Dec31 Dec 30 11:10PM Dec 11:50PM 7:30PM Spring Mid-Nov Google Confidential and Proprietary 43
  • 46. Google Confidential and Proprietary 44