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Welcome To: 7 Types of Social Media Data




        For technical help dial 866.229.3239
                      #11for11
Welcome To: 7 Types of Social Media Data




                  #11for11
A Quick Poll Before We Begin…


• What is your Social Media IQ?

    1.   Tweeting is something birds do 
    2.   I  have a facebook page with <10 friends
    3.   I am on facebook, linkedin and have over 150 friends
    4.   I am on facebook, twitter, linkedin, with over 500 
         connections each and I blog all the time, in fact I checked in 
         via  FourSquare




3
4


       How does a 100-year old brand innovate?




© 2011 Altimeter Group
5




   7 Types of Social Data to
   Understand Customers



For NetBase
February 2, 2011


Jeremiah Owyang
Industry Analyst and Partner
6




                New types of data are emerging
                    from the social web…




© 2011 Altimeter Group
7




       Savvy market researchers will glean
       insights from social data to innovate
             products, promotions and
                    packaging.



© 2011 Altimeter Group
8



       Always start with Learn

                                  Dialog

                                 Advocate
                         Learn
                                 Support

                                 Innovate

© 2011 Altimeter Group
9



       Then, use customer insights to innovate

                                  Dialog

                                 Advocate
                         Learn
                                 Support

                                 Innovate

© 2011 Altimeter Group
10


       Audience Poll
       Q: How long have you been using social media data
       to understand customers and then innovated
       products, promotions, and packaging?
       a)I haven’t started
       b)Less than 1 year
       c)1-2 years
       d)2-3 years
       e)3-4 years
       f)More than 4 years

© 2011 Altimeter Group
Image by fariac used with Attribution as directed by Creative Commons http://www.flickr.com/photos/fariac/4629320313




                         7 Types of Social Data




© 2011 Altimeter Group
12


       The 7 Types of Social Data


                                         De                  Pr
                                  Demographic               Product




                            Ps                   Be                    Re
                         Psychographic         Behavioral             Referrals




                                         Lo                  In
                                    Location            Intention


© 2011 Altimeter Group
13


       The 7 Types of Social Data


                                         De                  Pr
                                  Demographic               Product




                            Ps                   Be                    Re
                         Psychographic         Behavioral             Referrals




                                         Lo                  In
                                    Location            Intention


© 2011 Altimeter Group
14


       Demographic

                                       Age
                            De         Race/ethnicity
                         Demographic
                                       Gender
                                       Education
                                       Income
                                       Geography




© 2011 Altimeter Group
15


       Gather demographic information from public
       social profiles and social interactions




© 2011 Altimeter Group
Demographics are a first start –yet a broad
brush may not serve all customer needs.
• Demographics are a strong source of context
  about consumers
• Yet broad secondary research sources may
  not account for the nuances of individual
  choices and specific needs – the world has
  shifted to long tail
• Marketing and innovation towards
  demographics becomes more powerful when
  combined with social data, as consumers
  share about their persona
                                              16
17


       The 7 Types of Social Data


                                         De                  Pr
                                  Demographic               Product




                            Ps                   Be                    Re
                         Psychographic         Behavioral             Referrals




                                         Lo                  In
                                    Location            Intention


© 2011 Altimeter Group
18


       Product



                                       Pr
                                      Product



                         Brand or product mentions and
                         discussions on the social web




© 2011 Altimeter Group
19


       Rubbermaid learned from customer feedback, and
       improved the product experience after launch




                                    Immediately after their Produce
                                          Saver product launch,
                                     Rubbermaid received negative
                                        reviews on their site. They
                                      contacted the reviewers and
                                      learned how to improve their
                                           product instructions.




© 2011 Altimeter Group
20


       P&G uses reviews to improve products




© 2011 Altimeter Group
21


       Fiat invites ideas for a new car




                                      Contributors submit ideas,
                                     and can include pictures and
                                       embed videos. Fiat gets
                                      valuable ideas for features
                                      and design, and marketing
                                           and advertising.




© 2011 Altimeter Group
Using product information is tried and true

• While contextually relevant, and often tied
  to demographic data, it may not be
  detailed enough for the nuances of
  individual customers
• Product-based marketing and innovation
  will be more powerful when combined with
  social, and behavioral, data


                                              22
23


       The 7 Types of Social Data


                                         De                  Pr
                                  Demographic               Product




                            Ps                   Be                    Re
                         Psychographic         Behavioral             Referrals




                                         Lo                  In
                                    Location            Intention


© 2011 Altimeter Group
24


       Psychographics

                                        Any attributes relating to:
                            Ps          • Personality
                         Psychographi
                              c         • Values
                                        • Attitudes
                                        • Interests
                                        • Lifestyles




© 2011 Altimeter Group
25

       Charles Schwab uses a private community of 350
       Gen X-ers to gather insight and makes product changes




                                          Charles Schwab launched a
                                          private community to gather
                                            insights from 350 Gen X
                                          non-clients. Schwab lowered
                                             account minimums and
                                           made other changes as a
                                                      result.




© 2011 Altimeter Group
26


       Mountain Dew crowdsourced a new flavor,
       design, and campaign geared towards Gen Y
                              Mountain Dew fans submitted designs
                              and picked the new flavor. Three new
                              flavors were launched in 2010 – fans
                                    voted for their top winner.




© 2011 Altimeter Group
Customers are now explicitly sharing their
desires
• Using self-expression tools, consumers are
  sharing their woes, pains, and aspirations
• This provides companies opportunity to market
  and innovate by focusing on lifestyle and pain
  points – rather than just products
• With Psychographic data, companies can focus on
  higher level topics to learn how to better solve
  their customers’ problems
  1.   Pain
  2.   Aspiration
  3.   Product Value
  4.   Features

                                                 27
28


       The 7 Types of Social Data


                                         De                  Pr
                                  Demographic               Product




                            Ps                   Be                    Re
                         Psychographic         Behavioral             Referrals




                                         Lo                  In
                                    Location            Intention


© 2011 Altimeter Group
29


       Behavioral



                                         Be
                                       Behavioral



                         Specific past activities or actions
                          that indicate future intent, e.g.
                                 purchasing history



© 2011 Altimeter Group
30


       Gauging interest for Bacon Salt by finding bacon
       fans on Myspace




        Makers of BaconSalt reached
            out to fans of bacon on
        MySpace to gauge interest in
       their new product. Baconaisse
        and bacon-flavored sunflower
        seeds were later created after
       listening to customer requests.




© 2011 Altimeter Group
31


       InterContinental listens to previous guests –and
       gathers insight to innovate




                            InterContinental built 3 private communities
                                of about 350 members each to engage,
                              listen, and innovate. InterContinental has
                                asked members “for help in developing
                              promotions, new features and services for
                             the loyalty program, hotels, their brands…”



© 2011 Altimeter Group
Behavioral and Historical data is a strong
looking glass

• There are two sources of this data:
  – Inside our existing customer databases (like
    CRM and e-commerce systems)
  – Externally as customers produce more “digital
    breadcrumbs” around the internet
• Leverage existing and external social data
  to understand historical trends, and make
  better decisions

                                                32
33


       The 7 Types of Social Data


                                         De                  Pr
                                  Demographic               Product




                            Ps                   Be                    Re
                         Psychographic         Behavioral             Referrals




                                         Lo                  In
                                    Location            Intention


© 2011 Altimeter Group
34


       Referrals

                                    Customer ratings and
                          Re        reviews
                         Referral
                                    Non-verbal “Gestures”
                                    Reward mechanisms
                                    Most often leverages
                                    social technology




© 2011 Altimeter Group
35


       Facebook “Likes” offer Levi’s insight into what’s
       popular for the season




© 2011 Altimeter Group
36


       Visitors to Levi’s see auto-populated shopping cart
       based on friends’ previous Likes




© 2011 Altimeter Group
Referral data is a powerful way to
understand consumer networks

• Customers organically talk about their
  experiences – both positively and
  negatively
• Savvy companies understand that word of
  mouth is key to understanding who
  shares, what they share, and why they
  share


                                        37
38


       The 7 Types of Social Data


                                         De                  Pr
                                  Demographic               Product




                            Ps                   Be                    Re
                         Psychographic         Behavioral             Referrals




                                         Lo                  In
                                    Location            Intention


© 2011 Altimeter Group
39


       Location



                                     Lo
                                    Location



                      Physical location of a customer or
                     prospect, with present time a factor.




© 2011 Altimeter Group
40


       Location data emerges as a baseline




                                    In 2009, Twitter released
                                   geolocation to developers,
                                     allowing users to tweet
                                     from their approximate
                                      longitude and latitude.




© 2011 Altimeter Group
41


       Starbucks experiments with context-aware
       (location) offers based on Foursquare check-ins




© 2011 Altimeter Group
42


       Business owners can tailor their campaigns based on
       venue stats in Foursquare’s Merchant Platform




© 2011 Altimeter Group
While emerging, location data is highly
context-aware

• Marketing and innovation are shifting from
  context on web pages to the real world
• Understanding location, also serves up
  time and intent




                                           43
44


       The 7 Types of Social Data


                                         De                  Pr
                                  Demographic               Product




                            Ps                   Be                    Re
                         Psychographic         Behavioral             Referrals




                                         Lo                  In
                                    Location            Intention


© 2011 Altimeter Group
45


       Intention

                                     Desired state
                           In        Desired products
                         Intention
                                     Planned activities
                                     Often inaccurate, but
                                     could be a valuable
                                     predictor




© 2011 Altimeter Group
46


       Amazon knows what its customers will buy
       through its Wish List




© 2011 Altimeter Group
47


       “Be the Buyer” votes directly impact what products get
       sold by online fashion retailer ModCloth




© 2011 Altimeter Group
48


       Event organizers can view Plancast’s social planning
       site to see what event topics are popular




© 2011 Altimeter Group
The least mature, Intention data is
inaccurate – but could yield highest value

• Consumers will often indicate what they
  want to do in two forms
  – Explicit buying interests or desires
  – Aspirations of what they “would want to do”
    (like 43 things)
• Savvy companies will harness explicit
  content and tailor their products,
  promotions, and packaging

                                                  49
50


       Audience Poll
       Q: Which of these 7 data types are you using today?

                                     De                      Pr
                                  Demographic               Product




                            Ps                  Be                      Re
                         Psychographic         Behavioral               Referrals




                                     Lo                      In
                                    Location                Intention



© 2011 Altimeter Group
A Pragmatic Approach
                         for Market Researchers




© 2011 Altimeter Group
1: Take inventory of existing data
       types and map out a strategy
                         Take inventory (for each product and BU) of
                         the existing data types
                         Map existing and new data types to
                         actionable insights that can improve
                         products, promotions, and packaging
                         Note that not all elements are mature, e.g.
                         Intention data is inconsistent and adoption is
                         low – yet it holds the promise of providing
                         new context

© 2011 Altimeter Group
2: “Fish where the fish are.”
                         Know which social channels your
                         customers use
                         Do this by surveying your customers
                         and prospects to understand their
                         Socialgraphics, primarily where they
                         are online and their social behaviors,
                         i.e. what data they sharing

© 2011 Altimeter Group
3: Invest in customer insight
       software wisely and for the long-
       term
                         Beyond a dashboard, ask brand
                         monitoring services how they can help
                         deliver actionable insight reports based
                         on these 7 data types
                         Build in the appropriate workflows and
                         processes, which can lead to early
                         Social CRM efforts that will anticipate
                         customer needs in the future

© 2011 Altimeter Group
4: Beyond listening, ask your
       customers directly
                         Social media insights can be coupled
                         with an innovation platform where
                         customers are encouraged to share with
                         you directly, and with each other
                         These brand enthusiasts may know your
                         products best, and are more likely to
                         activate discussions on the social web

© 2011 Altimeter Group
56




THANK YOU
                     Jeremiah Owyang
                     jeremiah@altimetergroup.com
                     web-strategist.com/blog
                     Twitter: jowyang



With assistance from Christine Tran, Researcher
57




ABOUT US
Altimeter Group is a research-based advisory firm that helps
companies and industries leverage disruption to their advantage.
We have four areas of focus: Leadership and Management,
Customer Strategy, Enterprise Strategy, and Innovation and
Design.


Visit us at http://www.altimetergroup.com or contact
info@altimetergroup.com.
And Now…A Word From Our Sponsor




    Email: info@netbase.com for your free chart!
Thank you!




                   Q&A
         Please post any questions to us in WebEx 
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             Tweet about this event #11for11 
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Join Us Next Month’s 11 for ‘11


Managing the Mess: 11 Tools To Manage Social Media




       Wednesday, March 16, 2011 11:00 am/PT
61


       Start with the Five 5Ms

                         Monitoring

                            Mapping

                             Management

                                 Middleware

                                  Measurement

© 2011 Altimeter Group
The 18 Use Cases of Social CRM

                           1. Social Customer Insights: The 5M’s


                                          Service &                                                Customer
            Marketing       Sales                        Innovation          Collaboration
                                           Support                                                Experience


             2. Social                     9. Social          12.                 14.              17. Seamless
                           6. Social
             Marketing                     Support        Innovations        Collaboration           Customer
                         Sales Insights
              Insights                     Insights         Insights           Insights             Experience

              3. Rapid
                           7. Rapid        10. Rapid         13.
               Social                                                        15. Enterprise          18. VIP
                         Social Sales       Social       Crowdsourced
             Marketing                                                       Collaboration          Experience
                          Response         Response          R&D
             Response

             4. Social    8. Proactive    11. Peer-to-
                                                                             16. Extended
             Campaign     Social Lead     Peer Unpaid
                                                                             Collaboration
              Tracking    Generation        Armies


            5. Social
             Event
           Management                                                                    © 2011 Altimeter Group
                                                          Attribution-Noncommercial-Share Alike 3.0 United States


© 2011 Altimeter Group

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Netbase 7 Types Of Data

  • 1. Welcome To: 7 Types of Social Media Data For technical help dial 866.229.3239 #11for11
  • 3. A Quick Poll Before We Begin… • What is your Social Media IQ? 1. Tweeting is something birds do  2. I  have a facebook page with <10 friends 3. I am on facebook, linkedin and have over 150 friends 4. I am on facebook, twitter, linkedin, with over 500  connections each and I blog all the time, in fact I checked in  via  FourSquare 3
  • 4. 4 How does a 100-year old brand innovate? © 2011 Altimeter Group
  • 5. 5 7 Types of Social Data to Understand Customers For NetBase February 2, 2011 Jeremiah Owyang Industry Analyst and Partner
  • 6. 6 New types of data are emerging from the social web… © 2011 Altimeter Group
  • 7. 7 Savvy market researchers will glean insights from social data to innovate products, promotions and packaging. © 2011 Altimeter Group
  • 8. 8 Always start with Learn Dialog Advocate Learn Support Innovate © 2011 Altimeter Group
  • 9. 9 Then, use customer insights to innovate Dialog Advocate Learn Support Innovate © 2011 Altimeter Group
  • 10. 10 Audience Poll Q: How long have you been using social media data to understand customers and then innovated products, promotions, and packaging? a)I haven’t started b)Less than 1 year c)1-2 years d)2-3 years e)3-4 years f)More than 4 years © 2011 Altimeter Group
  • 11. Image by fariac used with Attribution as directed by Creative Commons http://www.flickr.com/photos/fariac/4629320313 7 Types of Social Data © 2011 Altimeter Group
  • 12. 12 The 7 Types of Social Data De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 13. 13 The 7 Types of Social Data De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 14. 14 Demographic Age De Race/ethnicity Demographic Gender Education Income Geography © 2011 Altimeter Group
  • 15. 15 Gather demographic information from public social profiles and social interactions © 2011 Altimeter Group
  • 16. Demographics are a first start –yet a broad brush may not serve all customer needs. • Demographics are a strong source of context about consumers • Yet broad secondary research sources may not account for the nuances of individual choices and specific needs – the world has shifted to long tail • Marketing and innovation towards demographics becomes more powerful when combined with social data, as consumers share about their persona 16
  • 17. 17 The 7 Types of Social Data De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 18. 18 Product Pr Product Brand or product mentions and discussions on the social web © 2011 Altimeter Group
  • 19. 19 Rubbermaid learned from customer feedback, and improved the product experience after launch Immediately after their Produce Saver product launch, Rubbermaid received negative reviews on their site. They contacted the reviewers and learned how to improve their product instructions. © 2011 Altimeter Group
  • 20. 20 P&G uses reviews to improve products © 2011 Altimeter Group
  • 21. 21 Fiat invites ideas for a new car Contributors submit ideas, and can include pictures and embed videos. Fiat gets valuable ideas for features and design, and marketing and advertising. © 2011 Altimeter Group
  • 22. Using product information is tried and true • While contextually relevant, and often tied to demographic data, it may not be detailed enough for the nuances of individual customers • Product-based marketing and innovation will be more powerful when combined with social, and behavioral, data 22
  • 23. 23 The 7 Types of Social Data De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 24. 24 Psychographics Any attributes relating to: Ps • Personality Psychographi c • Values • Attitudes • Interests • Lifestyles © 2011 Altimeter Group
  • 25. 25 Charles Schwab uses a private community of 350 Gen X-ers to gather insight and makes product changes Charles Schwab launched a private community to gather insights from 350 Gen X non-clients. Schwab lowered account minimums and made other changes as a result. © 2011 Altimeter Group
  • 26. 26 Mountain Dew crowdsourced a new flavor, design, and campaign geared towards Gen Y Mountain Dew fans submitted designs and picked the new flavor. Three new flavors were launched in 2010 – fans voted for their top winner. © 2011 Altimeter Group
  • 27. Customers are now explicitly sharing their desires • Using self-expression tools, consumers are sharing their woes, pains, and aspirations • This provides companies opportunity to market and innovate by focusing on lifestyle and pain points – rather than just products • With Psychographic data, companies can focus on higher level topics to learn how to better solve their customers’ problems 1. Pain 2. Aspiration 3. Product Value 4. Features 27
  • 28. 28 The 7 Types of Social Data De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 29. 29 Behavioral Be Behavioral Specific past activities or actions that indicate future intent, e.g. purchasing history © 2011 Altimeter Group
  • 30. 30 Gauging interest for Bacon Salt by finding bacon fans on Myspace Makers of BaconSalt reached out to fans of bacon on MySpace to gauge interest in their new product. Baconaisse and bacon-flavored sunflower seeds were later created after listening to customer requests. © 2011 Altimeter Group
  • 31. 31 InterContinental listens to previous guests –and gathers insight to innovate InterContinental built 3 private communities of about 350 members each to engage, listen, and innovate. InterContinental has asked members “for help in developing promotions, new features and services for the loyalty program, hotels, their brands…” © 2011 Altimeter Group
  • 32. Behavioral and Historical data is a strong looking glass • There are two sources of this data: – Inside our existing customer databases (like CRM and e-commerce systems) – Externally as customers produce more “digital breadcrumbs” around the internet • Leverage existing and external social data to understand historical trends, and make better decisions 32
  • 33. 33 The 7 Types of Social Data De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 34. 34 Referrals Customer ratings and Re reviews Referral Non-verbal “Gestures” Reward mechanisms Most often leverages social technology © 2011 Altimeter Group
  • 35. 35 Facebook “Likes” offer Levi’s insight into what’s popular for the season © 2011 Altimeter Group
  • 36. 36 Visitors to Levi’s see auto-populated shopping cart based on friends’ previous Likes © 2011 Altimeter Group
  • 37. Referral data is a powerful way to understand consumer networks • Customers organically talk about their experiences – both positively and negatively • Savvy companies understand that word of mouth is key to understanding who shares, what they share, and why they share 37
  • 38. 38 The 7 Types of Social Data De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 39. 39 Location Lo Location Physical location of a customer or prospect, with present time a factor. © 2011 Altimeter Group
  • 40. 40 Location data emerges as a baseline In 2009, Twitter released geolocation to developers, allowing users to tweet from their approximate longitude and latitude. © 2011 Altimeter Group
  • 41. 41 Starbucks experiments with context-aware (location) offers based on Foursquare check-ins © 2011 Altimeter Group
  • 42. 42 Business owners can tailor their campaigns based on venue stats in Foursquare’s Merchant Platform © 2011 Altimeter Group
  • 43. While emerging, location data is highly context-aware • Marketing and innovation are shifting from context on web pages to the real world • Understanding location, also serves up time and intent 43
  • 44. 44 The 7 Types of Social Data De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 45. 45 Intention Desired state In Desired products Intention Planned activities Often inaccurate, but could be a valuable predictor © 2011 Altimeter Group
  • 46. 46 Amazon knows what its customers will buy through its Wish List © 2011 Altimeter Group
  • 47. 47 “Be the Buyer” votes directly impact what products get sold by online fashion retailer ModCloth © 2011 Altimeter Group
  • 48. 48 Event organizers can view Plancast’s social planning site to see what event topics are popular © 2011 Altimeter Group
  • 49. The least mature, Intention data is inaccurate – but could yield highest value • Consumers will often indicate what they want to do in two forms – Explicit buying interests or desires – Aspirations of what they “would want to do” (like 43 things) • Savvy companies will harness explicit content and tailor their products, promotions, and packaging 49
  • 50. 50 Audience Poll Q: Which of these 7 data types are you using today? De Pr Demographic Product Ps Be Re Psychographic Behavioral Referrals Lo In Location Intention © 2011 Altimeter Group
  • 51. A Pragmatic Approach for Market Researchers © 2011 Altimeter Group
  • 52. 1: Take inventory of existing data types and map out a strategy Take inventory (for each product and BU) of the existing data types Map existing and new data types to actionable insights that can improve products, promotions, and packaging Note that not all elements are mature, e.g. Intention data is inconsistent and adoption is low – yet it holds the promise of providing new context © 2011 Altimeter Group
  • 53. 2: “Fish where the fish are.” Know which social channels your customers use Do this by surveying your customers and prospects to understand their Socialgraphics, primarily where they are online and their social behaviors, i.e. what data they sharing © 2011 Altimeter Group
  • 54. 3: Invest in customer insight software wisely and for the long- term Beyond a dashboard, ask brand monitoring services how they can help deliver actionable insight reports based on these 7 data types Build in the appropriate workflows and processes, which can lead to early Social CRM efforts that will anticipate customer needs in the future © 2011 Altimeter Group
  • 55. 4: Beyond listening, ask your customers directly Social media insights can be coupled with an innovation platform where customers are encouraged to share with you directly, and with each other These brand enthusiasts may know your products best, and are more likely to activate discussions on the social web © 2011 Altimeter Group
  • 56. 56 THANK YOU Jeremiah Owyang jeremiah@altimetergroup.com web-strategist.com/blog Twitter: jowyang With assistance from Christine Tran, Researcher
  • 57. 57 ABOUT US Altimeter Group is a research-based advisory firm that helps companies and industries leverage disruption to their advantage. We have four areas of focus: Leadership and Management, Customer Strategy, Enterprise Strategy, and Innovation and Design. Visit us at http://www.altimetergroup.com or contact info@altimetergroup.com.
  • 58. And Now…A Word From Our Sponsor Email: info@netbase.com for your free chart!
  • 59. Thank you! Q&A Please post any questions to us in WebEx  Connect with us on Twitter: #Net_Base or @Net_Base Tweet about this event #11for11  Email:  info@netbase.com
  • 60. Join Us Next Month’s 11 for ‘11 Managing the Mess: 11 Tools To Manage Social Media Wednesday, March 16, 2011 11:00 am/PT
  • 61. 61 Start with the Five 5Ms Monitoring Mapping Management Middleware Measurement © 2011 Altimeter Group
  • 62. The 18 Use Cases of Social CRM 1. Social Customer Insights: The 5M’s Service & Customer Marketing Sales Innovation Collaboration Support Experience 2. Social 9. Social 12. 14. 17. Seamless 6. Social Marketing Support Innovations Collaboration Customer Sales Insights Insights Insights Insights Insights Experience 3. Rapid 7. Rapid 10. Rapid 13. Social 15. Enterprise 18. VIP Social Sales Social Crowdsourced Marketing Collaboration Experience Response Response R&D Response 4. Social 8. Proactive 11. Peer-to- 16. Extended Campaign Social Lead Peer Unpaid Collaboration Tracking Generation Armies 5. Social Event Management © 2011 Altimeter Group Attribution-Noncommercial-Share Alike 3.0 United States © 2011 Altimeter Group