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Big Data and the                   Bryson Meunier
                                   Resolution Media
                                   Director, SEO Strategy
Future of Marketing                (speaker logo)

Today
Get Inside Your Customers Head:
Research. Insight. Discovery




Chicago | November 1216
Chicago | November 1216, 2012 | #SESCHI




                         @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI




                         @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



    The Future of Marketing

We could [predict] people who were
going to give online. We could model
people who were going to give
through mail. We could model
volunteers.

In the end, modeling became
something way bigger for us in 12
than in 08 because it made our time
more efficient.

-Obama campaign staffer
Source:: http://swampland.time.com/2012/11/07/inside-the-
secret-world-of-quants-and-data-crunchers-who-helped-
obama-win/#ixzz2C1dxX1oM




                                                                                     @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



George Clooney and Big Data




                                                       @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



The Future of Marketing




                                                   @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



The Future of Marketing




                                                   @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Keywords as Proxies for Consumer




                                                     @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Keywords as Proxies for Consumer
 Is high volume keyword qualified?

      Would a likely to buy prospect use it, even if it is the most popular?

      Is keyword really most popular across the board?

 Are there other keywords used in the buying cycle?

 What other proxies for consumer could help us better understand prospect and motivations?

      Demographics

      Technographics

      Psychographics, etc.




                                                                                     @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Data as Proxies for Consumer
   Aggregated and
    weighted data from
    hundreds of sources,
    including Hitwise,
    comScore, Google,
    etc
   Opportunities
    foregrounded
   Data humanized and
    made actionable
    through data-driven
    personas




                                                        @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



ClearTarget Process
   Phase 1: Data Collection    Phase 2: Gap Analysis
Chicago | November 1216, 2012 | #SESCHI



    ClearTarget Process

           Phase 3: Behavior Analysis                Phase 4: Execution Strategy
                                                       Discussion




    Female          Example searches:
    Caucasian       mustang car rental
    $180,000/year   sports car rental charlotte
    Southeast       bentley rental
    4 Children      luxury car rentals dc




                                                                                                       12
Chicago | November 1216, 2012 | #SESCHI



 Defining a Basic Digital Persona in Fifteen Minutes

 Quantcast is easy way
  to define demographics
  and psychographics
 Only works with URLs




                                                         @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



  Defining a Basic Digital Persona in Fifteen Minutes

Product: Gravity starring
George Clooney and
Sandra Bullock

Business objective: Target
potential theatergoers and
fill seats




                                                          @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes

                                          What content
                         When do they        are they
                         engage and       interested in?
                           convert?




                                                                   How do they
   What are their                                                  look for my
  demographics?                                                     products &
                                                                     services?




                    What                                      Where do they
                 devices do                                     spend their
                they use and                                   time online?
                  for what?




                                                                 @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes



    What are their
   demographics?




                                                       Source:
                                                       YouTube




                                                        @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes



    What are their
   demographics?




                                                       Source:
                                                       Google




                                                        @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes



    What are their
   demographics?




                                                       Source:
                                                       Bing Ad
                                                       Intelligence




                                                        @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes



    What are their
   demographics?


                       Mostly
                     Female, 45-   Mostly Male,          Mostly Male,
                        54           45-54                 45-54




                                                                 @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes


                                                   Source:
    What are their
   demographics?                                   comScore
                                                   Search
                                                   Planner


                                                      Where do they
                                                        spend their
                                                       time online?




                                                        @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes

                     Male, 45
                     Cleveland, OH
    What are their
   demographics?

                     Senior Web
                     Producer
                     $105k
                     2 kids
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes
                 When do they                           What content
                 engage and                                are they
                   convert?                             interested in?




                                     Gravity



       Reviews      Trailer         Cast                Crew             Genre


                          George           Sandra      Alfonso           Science
                          Clooney          Bullock     Cuar坦n            Fiction
                                                                                      Source:
                                                                                      Google
                                                                                      Related
                                                                                      Searches/
                                                                                      AdWords
                                                                                      Keyword
                                                                                      Tool
                                                                                   @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes

       George Clooney       Sandra Bullock
           Movies               Movies
             22k                  27k                       How do they
       searches/month                                       look for my
                            searches/month                   products &
                                                              services?




            Gravity             Gravity
             2,400               2,400
        searches/month      searches/month




                                                         @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes




             What
          devices do
         they use and                        Source:
           for what?                         Bing Ad
                                             Intelligence




                                                        @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes




             What
          devices do
         they use and                              Source:
           for what?                               Bing Ad
                                                   Intelligence




                                                        @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Defining a Basic Digital Persona in Fifteen Minutes

Stan
Male, 45
Cleveland, OH

Senior Web
Producer
$105k
2 children
Example searches:         Also visits:     Media Consumption:
gravity movie trailer   YouTube          TV and movie fan.
sandra bullock movies   Pinterest        Digitally, mostly
                                           desktop, with minimal
gravity movie reviews   CBS Television   smartphone and tablet
                          Gawker.com       usage
Chicago | November 1216, 2012 | #SESCHI



Sample strategies for Reaching Stan




        CBS TV ad      Pinterest          Create official
        and display   page for film       web site with
        buy focused                         trailer and
         on trailer                        reviews and
                                            dedicated
                                          pages for the
                                            actors and
                                              director




                                                               @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Benefits of Humanizing Data Quickly
 Cut through the clutter and present
  story about aggregate population
  thats actionable

 Based on data, so should not suffer
  from stereotypes or limited sample

 More holistic than basic keyword
  research, and gets at consumer
  intent

 No waiting for traditional market
  research to be complete

 Generally more effective and
  actionable than traditional market
  research



                                                                 @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Drawbacks of Humanizing Data Quickly
 Different data sources need to be
  compiled, aggregated and weighted
  before truly accurate and valuable

 Need access to comScore, Hitwise,
  Compete or some other tool that can
  present keyword demographics, and
  they require resources

 Works best with established brands and
  concepts that already have a lot of data




                                                                      @brysonmeunier
Chicago | November 1216, 2012 | #SESCHI



Thank You!

 Bryson Meunier
 Director, SEO Strategy
 Resolution Media
 bmeunier@resolutionmedia.com
 http://www.brysonmeunier.com
 http://www.resolutionmedia.com
 @brysonmeunier
 +Bryson Meunier

                                                           @brysonmeunier

More Related Content

Big Data and the Future of Marketing Today

  • 1. Big Data and the Bryson Meunier Resolution Media Director, SEO Strategy Future of Marketing (speaker logo) Today Get Inside Your Customers Head: Research. Insight. Discovery Chicago | November 1216
  • 2. Chicago | November 1216, 2012 | #SESCHI @brysonmeunier
  • 3. Chicago | November 1216, 2012 | #SESCHI @brysonmeunier
  • 4. Chicago | November 1216, 2012 | #SESCHI The Future of Marketing We could [predict] people who were going to give online. We could model people who were going to give through mail. We could model volunteers. In the end, modeling became something way bigger for us in 12 than in 08 because it made our time more efficient. -Obama campaign staffer Source:: http://swampland.time.com/2012/11/07/inside-the- secret-world-of-quants-and-data-crunchers-who-helped- obama-win/#ixzz2C1dxX1oM @brysonmeunier
  • 5. Chicago | November 1216, 2012 | #SESCHI George Clooney and Big Data @brysonmeunier
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  • 7. Chicago | November 1216, 2012 | #SESCHI The Future of Marketing @brysonmeunier
  • 8. Chicago | November 1216, 2012 | #SESCHI Keywords as Proxies for Consumer @brysonmeunier
  • 9. Chicago | November 1216, 2012 | #SESCHI Keywords as Proxies for Consumer Is high volume keyword qualified? Would a likely to buy prospect use it, even if it is the most popular? Is keyword really most popular across the board? Are there other keywords used in the buying cycle? What other proxies for consumer could help us better understand prospect and motivations? Demographics Technographics Psychographics, etc. @brysonmeunier
  • 10. Chicago | November 1216, 2012 | #SESCHI Data as Proxies for Consumer Aggregated and weighted data from hundreds of sources, including Hitwise, comScore, Google, etc Opportunities foregrounded Data humanized and made actionable through data-driven personas @brysonmeunier
  • 11. Chicago | November 1216, 2012 | #SESCHI ClearTarget Process Phase 1: Data Collection Phase 2: Gap Analysis
  • 12. Chicago | November 1216, 2012 | #SESCHI ClearTarget Process Phase 3: Behavior Analysis Phase 4: Execution Strategy Discussion Female Example searches: Caucasian mustang car rental $180,000/year sports car rental charlotte Southeast bentley rental 4 Children luxury car rentals dc 12
  • 13. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes Quantcast is easy way to define demographics and psychographics Only works with URLs @brysonmeunier
  • 14. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes Product: Gravity starring George Clooney and Sandra Bullock Business objective: Target potential theatergoers and fill seats @brysonmeunier
  • 15. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes What content When do they are they engage and interested in? convert? How do they What are their look for my demographics? products & services? What Where do they devices do spend their they use and time online? for what? @brysonmeunier
  • 16. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes What are their demographics? Source: YouTube @brysonmeunier
  • 17. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes What are their demographics? Source: Google @brysonmeunier
  • 18. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes What are their demographics? Source: Bing Ad Intelligence @brysonmeunier
  • 19. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes What are their demographics? Mostly Female, 45- Mostly Male, Mostly Male, 54 45-54 45-54 @brysonmeunier
  • 20. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes Source: What are their demographics? comScore Search Planner Where do they spend their time online? @brysonmeunier
  • 21. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes Male, 45 Cleveland, OH What are their demographics? Senior Web Producer $105k 2 kids
  • 22. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes When do they What content engage and are they convert? interested in? Gravity Reviews Trailer Cast Crew Genre George Sandra Alfonso Science Clooney Bullock Cuar坦n Fiction Source: Google Related Searches/ AdWords Keyword Tool @brysonmeunier
  • 23. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes George Clooney Sandra Bullock Movies Movies 22k 27k How do they searches/month look for my searches/month products & services? Gravity Gravity 2,400 2,400 searches/month searches/month @brysonmeunier
  • 24. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes What devices do they use and Source: for what? Bing Ad Intelligence @brysonmeunier
  • 25. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes What devices do they use and Source: for what? Bing Ad Intelligence @brysonmeunier
  • 26. Chicago | November 1216, 2012 | #SESCHI Defining a Basic Digital Persona in Fifteen Minutes Stan Male, 45 Cleveland, OH Senior Web Producer $105k 2 children Example searches: Also visits: Media Consumption: gravity movie trailer YouTube TV and movie fan. sandra bullock movies Pinterest Digitally, mostly desktop, with minimal gravity movie reviews CBS Television smartphone and tablet Gawker.com usage
  • 27. Chicago | November 1216, 2012 | #SESCHI Sample strategies for Reaching Stan CBS TV ad Pinterest Create official and display page for film web site with buy focused trailer and on trailer reviews and dedicated pages for the actors and director @brysonmeunier
  • 28. Chicago | November 1216, 2012 | #SESCHI Benefits of Humanizing Data Quickly Cut through the clutter and present story about aggregate population thats actionable Based on data, so should not suffer from stereotypes or limited sample More holistic than basic keyword research, and gets at consumer intent No waiting for traditional market research to be complete Generally more effective and actionable than traditional market research @brysonmeunier
  • 29. Chicago | November 1216, 2012 | #SESCHI Drawbacks of Humanizing Data Quickly Different data sources need to be compiled, aggregated and weighted before truly accurate and valuable Need access to comScore, Hitwise, Compete or some other tool that can present keyword demographics, and they require resources Works best with established brands and concepts that already have a lot of data @brysonmeunier
  • 30. Chicago | November 1216, 2012 | #SESCHI Thank You! Bryson Meunier Director, SEO Strategy Resolution Media bmeunier@resolutionmedia.com http://www.brysonmeunier.com http://www.resolutionmedia.com @brysonmeunier +Bryson Meunier @brysonmeunier

Editor's Notes

  • #2: Thank you, Dana, and before I start I just want to say its an honor for me to be on the same panel with Bill Hunt, who I first saw at SES Chicago in 2004 on the Big Sites/Big Brands panel. Today Im going to talk about big data, and give you all a little something that you can do today to better understand your audience.
  • #3: First of all, Im assuming that most of you have seen this photo, since it was the most retweeted ever on Twitter. We did just get through a brutal election, but this is significant to marketers regardless of your political party.
  • #4: Rand Fishkin mentioned it on Twitter after the election. For those of you who havent seen it, he says
  • #5: The future of marketing. What does that mean? Well, for those of you who havent read the Time magazine article, Obama campaign staffers used data more in this election than has ever been done in order to understand their audience. Why? To quote one staffer
  • #6: One example of how they used data: they could tell from modeling that the people who gave the most for the Have dinner at George Clooneys house with the president contest were women in their late 40s to early 50s from California, so they targeted them with new contests and new celebrities. The result: they raised $1 billion dollars from donations and won the election.
  • #7: Another winner that night: this guy. If you dont know him, this is Nate Silver, who was pummeled by political pundits prior to the election, and then correctly predicted the vote in all fifty states with statistics. He has since become a hero to geeks everywhere and inspired a Nate Silver facts campaign on Twitter, including this winning entry
  • #8: How did Nate Silver do it? In a similar way to how the Obama campaign did it: by harnessing the power of data to model likely audience behavior. This is significant because data trumps opinion, as Google often says, and there was no opinion in Nate Silvers prediction.
  • #9: Believe it or not, weve been doing a version of this in search marketing for a while. Some of you may remember the Overture Keyword Selector Tool at the right, which is what we used for keyword research before Google and others gave us a better option. Historically we have used keywords as a proxy for the consumer. Looking at this we can say that its likely that most people who are researching SEO online are looking for the exact phrase search engine optimization as opposed to optimisation with an s. Also, people who are looking for SEO are mostly looking for help, either in the form of an agency or an individual consultant. As SEOs and SEMs we have used this information historically to make our web sites and our ad copy more audience-centric, which has certainly gotten us a long way as an industry.
  • #10: However, there is a lot more ground to cover. One of the biggest problems with using keywords as proxies for the consumer is that you dont know if the keyword is qualified. By looking at the audience, and not just the keywords that they use, you can have a better idea of whether
  • #11: At Resolution Media, we go beyond the keywords to show the specific data, including the keywords, giving businesses a better sense of who their audience is. We have a product called ClearTarget that
  • #14: I know that not everyone has the budget or is ready for this level of audience targeting, but everyone here can start building data-driven personas today. Today Im going to show you how you can build one in fifteen minutes, and then talk about some of the applications of that persona.If you have a URL, you can go into Quantcast and get demographics and pyschographics easily, so were going to do things the hard way.
  • #15: In keeping with the George Clooney theme, lets say were promoting his new movie Gravity, which comes out in 2013. We dont have a URL because theres no official site, but we want to get a better sense of who our online audience is so we can market to it to a relevant audience.
  • #16: At Resolution we build personas by asking questions about our audience. Questions such as
  • #17: Unfortunately none of the usual sources can give me demographic data for something with so little traffic, but by looking at the demographics for the official trailer I can start to get a better sense of whos viewing my video. You can see there, the top demographic is Male, 35-44.
  • #18: To get as much information as possible, we can enter related keywords in Google and see what else this audience is searching for.
  • #19: We can then take that data into Excel and run Bing ad intelligence on the list to see if demographic data is available. Here you can see the data is somewhat spotty, as several categories are empty, but effectively the audience looking for the movie trailer on Bing is mostly females over 50.
  • #20: Because theres not a lot of data around this specific movie, it helps to get creative, and expand into the category of things of which this movie is one. For example, georgeclooney movies. For that we know its mostly females over 45. Or sandra bullock movies, which is mostly males of the same age. And also fans of science fiction movies, including 2001: a space odyssey. And we know that those people tend to be males over 45.
  • #21: We can put these keywords into comScore Search Planner and get keyword demographics, as well as sites that these types of people spend their time at.
  • #22: Using all this data we can deduce with only the data that our most likely target for this particular movie is a 45 year old male from Cleveland who is a senior web producer who makes over $100k and has two kids. This is the easy part.
  • #23: Once we have that data we can use the Google Keyword Tool and Google related searches to build a semantic map of his interests, which include the followingIdeally we would also have access to conversion data from analytics, but since there is no site available we can at least determine that this gentleman is interested in watching movie trailers and reading reviews, which can be KPIs for a new site.
  • #24: We can also dig deeper beyond the concepts into the keywords and see that someone like our persona is much more likely to search for concepts they know, like georgeclooney movies and sandra bullock movies than a movie title that they dont yet know. We would probably target gravity movie, but also georgeclooney movies for awareness.
  • #25: These days we know our target is probably not just accessing content from a desktop computer, so we need to know how he accesses media and where. To discover this we can use Bing Ad Intelligence again to understand the breakout of query volume by platform
  • #26: Doing that we can see that our target actually does mostly use desktops for these types of queries. This may change once the movie is released, but for now we know that desktops are key to this campaign.
  • #27: Putting it all together
  • #28: What can we do with this information? A lot. We can use it to inform search campaigns, but it can be used to inform other types of media as well
  • #29: There are a number of benefits to this approach
  • #30: There are also some drawbacksBut ultimately, knowledge is power, and the more information you have about your prospect beyond keywords, the better off your campaigns are going to be.
  • #31: Thank you! I look forward to answering your questions after the panel.