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Social Silobuster: Data-Driven Marketers - Brian Killen DMA2011

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Brian Killen at DMA 2011. Social Silobuster: Data-Driven Marketers

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Social Silobuster: Data-Driven Marketers - Brian Killen DMA2011

  1. 1.
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  3. 3. Access to Social Data is a Game Changer<br />Create more personalized user experiences<br />Improve targeting, content relevance and timing<br />Streamline acquisition and purchase process<br />Empower brand advocates <br />
  4. 4. Leveraging Social Data for Multichannel Marketing<br />Data is complex and dynamic<br />Useful only if actionable<br />Relevant only when combined with other data sources<br />Consumer privacy should be a top priority<br />Focus on consumer opt-in for access to social insights<br />4<br />
  5. 5. 3 Sources of Social Insights<br />Structured Data from Social Profiles <br />Social Login (e.g. Facebook, Twitter, Google, LinkedIn)<br />Packaged Analytics<br />Influence Tools<br />Segment Modeling<br />Unstructured Data<br />Social Listening / Monitoring<br />
  6. 6. Introduction to the Social Profile<br />Get to Know Ann<br />Get to know Anne<br /><ul><li>Name
  7. 7. Gender
  8. 8. Age
  9. 9. Status
  10. 10. Photo
  11. 11. About Me
  12. 12. Location
  13. 13. Birthday
  14. 14. Time Zone
  15. 15. Address</li></ul>What Ann Likes<br /><ul><li>Music
  16. 16. Books
  17. 17. TV Shows
  18. 18. Movies
  19. 19. Interests</li></ul>Meet Ann’s Friends<br /><ul><li>Gather same profile data on each user</li></ul>6<br />
  20. 20. How Do You Access Social Profile Data?<br />Through enabling social login on your website<br />During point of conversion (registration, commenting, sharing, reviews)<br />User gives permission to access profile data<br />Ask for data all at once or through progression of actions on site <br />
  21. 21. What Types of Data Are Available?<br />8<br />
  22. 22. Useful Tool Worth Considering <br />Janrain – They solve many technical headaches<br />Engage, Connects your website to the social networks and makes it easy for your users to login with an existing identity profile from social networks or identity providers like Facebook, Twitter, Google and Yahoo, to speed up online registration.<br />Capture, Collect and store user profile data gathered at the point of online registration or authentication in a cloud based online user management system.<br />Social Graph Solutions, store data that you may not be ready to manage and store<br />
  23. 23. Consumer Influence in Social Media <br />
  24. 24. Packaged Social Analytics / Influence <br />Influencer Identification and Scoring <br />Products in this segment are not completely reliable but that’s okay..<br />Experiment and learn to incorporate influencer insights into campaigns <br />Focus on specific use cases<br />Loyalty is a good place to start<br />Best employed with a mix of CRM, demographic and psychographic data<br />
  25. 25. Useful Social Insight / Influence Tools<br />Klout – Social Influence Analysis <br />Provides a variety of influence metrics<br />Limited ability to append Klout scores to large CRM repositories<br />Collecting Social ID’s from consumers is key to leveraging this service<br />e.g. Social Login <br />Qwerly – A data API for the social web<br />Match / append social data by email, social ID<br />Some concerns about appending certain social network data (e.g. Facebook)<br />FullContact - Provides a variety of influence metrics<br />Ability to append social profile data to CRM data<br />Some concerns about appending certain social network data (e.g. Facebook)<br />
  26. 26. Unstructured Data and Social Media<br />Tremendous amount of consumer generated content available on blogs, review sites and social networks that deliver near real-time consumer insights<br />Intent to purchase<br />Passion points<br />Brand advocates<br />Customer service issues <br />Life stage events <br />But…..<br />
  27. 27. Social Media is disconnected from traditional CRM<br />Email mkting.<br />Client <br />CRM<br />Online advert.<br />Social media silo<br />Quantifiable multi-channel approach<br />Limited ability to take action at scale<br />Measuring ROI on social campaigns is difficult<br />Mobile ads<br />14<br />
  28. 28. Creating Actionable Insights<br />Combine your opt-in social id collection strategy and traditional data sources with mining unstructured data<br /><ul><li>Jessica Wilson
  29. 29. 1396 Henry Dr
  30. 30. Denver, Colorado 50551
  31. 31. JessicaW@gmail.com
  32. 32. @ScarletxVelvet
  33. 33. Single, 27
  34. 34. Income 80K / Yr
  35. 35. Addressable Channels:
  36. 36. Direct Mail
  37. 37. Email
  38. 38. Loyalty </li></li></ul><li>Identify opportunities by listening to your customers<br />Actionable insight<br />Show<br />Movie preference<br />Skins<br />We can find connections between viewing and interests over a period of time.<br />Jersey <br />Shore<br />E-commerce<br />opportunity<br />Vampire Diaries<br />In-market for products<br />Teen Mom 2<br />Lifestyle & Interests<br />Ultimate Fighter<br />E-commerce<br />opportunity<br />
  39. 39. I’m ready, where do I start?<br />Start linking consumer records to social id’s<br />Leverage multiple methods <br />Make this a corporate priority<br />Offer a Social Login option when ever a consumer is presented with a contact form, registration, account login<br />Incorporate into Loyalty programs and offer incentives for consumers to participate<br />Connect as may different social profiles as possible – not just Facebook!<br />If the user is already registered to your site, ask them to link their Social Identities – give the user something in return <br />Leverage a product like Janrain to maintain data that you are not ready to leverage or store<br />e.g. social graph data<br />
  40. 40. Combine Social Profile Data & Traditional Data<br />Direct Mail<br />Demographic<br />Psychographic<br />Location<br />Intention<br />Activity<br />Behavioral<br />Product<br />Social Graph<br />Loyalty<br />Email<br />Online Ad<br />Other<br />18<br />
  41. 41. Incorporate “Like” Modeling to Achieve Scale<br />Leveraging insight from a sample set of social users connected to consumer records:<br />Trend analysis associated for a given topic or set of topic<br />Aggregate and individual analysis of consumer purchase intent from a sample to a larger scale using “Like” modeling to predict other likely prospects<br />Deliver Targeted communication through traditional channels<br />Consumers that are predicted to be in market, based on similarities with sample set<br />Identified in-market consumers that have been linked to social profiles<br />“Like” predictive model<br />And apply this ‘like’ model to a larger population to find other prospects & achieve scale<br />We build a ‘like’ model using predictive data attributes<br />From a small, statistically significant sample<br />19<br />
  42. 42. Integrate social insights into all marketing platforms<br /><ul><li>Stores multiple user identities from various social networks and site activities
  43. 43. Centralized location for rich user profile and activity data
  44. 44. On-demand access for personalization of site and campaigns
  45. 45. Selectively share profile data with applications
  46. 46. Integrate with third party applications, such as email, CRM, CMS, e-commerce</li></ul>20<br />
  47. 47. Example Social Data Use Cases <br />Loyalty<br />Personalize content recommendations<br />Gift Recommendations<br />
  48. 48. Build Loyalty Programs and Drive EngagementTravel – Cruse Liner Use Case<br />Facebook member sign-ups for BondRewards using Facebook connect. <br />BondRewards leverages newsfeed and keyword data collected on social sites to identify new members with strong travel affinity.<br />BondRewards home page features ad promoting the BondReward travel channel.<br />
  49. 49. Build Loyalty Programs and Drive EngagementTravel – Cruse Liner Use Case cont..<br />On day-of-cruise, BondRewards members check-in using FourSquare or other geo based check in mobile application<br />Upon check-in, members are presents coupons for restaurants, shops and activities along cruise destination route. <br />As members continue to provide feedback, new, more relevant ads are presented. Relevant ads are categorized into basic travel categories such as affluent shopper vs. budget/sports active shopper.<br />
  50. 50. Personalize Content Recommendations<br />24<br />
  51. 51. Gift Recommendations<br />Make gift suggestions for user’s friends<br />25<br />
  52. 52. Thank You<br />

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