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FINDING GOLD IN SOCIAL DATA: Part 2
Useful tips on looking at conversation data
October 2011




seb@brandwatch.com | Tel: +1 212 229 2240


© 2011 Brandwatch | www.brandwatch.com        1
MEET BRANDWATCH What does our technology do?
Brandwatch technology gathers data on the internet and processes it automatically
so you can analyze what’s being discussed and quantify your findings with
meaningful metrics.


Brandwatch also offers services that help our clients get the most from the data.




                      1   G AT H E R                           3   ANALYSE




                                         2   PROCESS




© 2011 Brandwatch | www.brandwatch.com                                              2
MEET BRANDWATCH Some of our clients.

Brandwatch works with a wide range of clients from agencies to
direct brands including:




© 2011 Brandwatch | www.brandwatch.com                           3
STRUCTURING
                                         DATA




© 2011 Brandwatch | www.brandwatch.com             4
“ IBM estimated that
                                      more than 90 percent
                                      of all real-time
                                      information being
                                      created today are
                                      unstructured ”

                                         SOURCE
                                         WWW.REUTERS.COM / 10.11.11




© 2011 Brandwatch | www.brandwatch.com                                5
BRANDWATCH CLIENTS: Social data in use
         SEARCH

         •  Site analysis                                ONLINE REPUTATION
         •  Language optimization                        MANAGEMENT

                                                         •  Brand research
                                                         •  Identify, route,
                                                            engage, manage
                                                         •  Campaigns


 SCRM

 •  Identify, route, engage,
    manage
 •  Customer Services
 •  Prospecting                                         MARKETING
 •  Customer retention
                                                        •  Campaign Planning
                                                        •  Campaign Measurement
                                                        •  Campaign Evaluation
                                   RESEARCH

                                   •  Market research
                                   •  Brand analysis
                                   •  Thematics


© 2011 Brandwatch | www.brandwatch.com                                         6
DATA TYPES investing in data
 High




                                                                                  CRITICAL DATA
                                                                               HIGHEST INVESTMENT
                                                                               •  Manual sentiment
                                                                               •  Manual categorization
Value




                                               INTERESTING DATA
                                             LOW – MID INVESTMENT
                                             •  Automated sentiment analysis
                                             •  Automated categorization




        NON-INTERESTING DATA
        MINIMIMAL INVESTMENT
        •  Passing mentions
        •  Do you need these mentions?
Low




        Low                                        Effort                                                 High
    © 2011 Brandwatch | www.brandwatch.com                                                                       7
An example
                                          looking at
                                            AT&T




© 2011 Brandwatch | www.brandwatch.com                 8
BIRDSEYE Verizon & AT&T

                                                                                                                    25000


                                                                                                                    20000




                                                                                                                            MENTIONS
                                                                                                                    15000


                                                                                                                    10000


                                                                                                                    5000


                                                                                                                    0
 1-Oct-11    2-Oct-11    3-Oct-11    4-Oct-11   5-Oct-11    6-Oct-11   7-Oct-11   8-Oct-11   9-Oct-11   10-Oct-11
                                                           DAYS
                               Verizon                                   AT&T




© 2011 Brandwatch | www.brandwatch.com                                                                                         9
BIRDSEYE AT&T word cloud




© 2011 Brandwatch | www.brandwatch.com   10
INTERESTING DATA Breaking down AT&T conversations

43% AT&T EXCLUSIVE
No other brands.




                                         157K
                                         MENTIONS
                                                         57% CO-BRANDED
                                                          Also mentions Verizon, Sprint,
                                                                           T-Mobile etc




•  Over half of AT&Ts discussions include a competitor
   •  Period: 1st – 10th October

© 2011 Brandwatch | www.brandwatch.com                                                11
INTERESTING DATA Breaking down AT&T conversations

c.2% TALK ABOUT SWITCHING




                                         157K
                                         MENTIONS




   •  Period: 1st – 10th October

© 2011 Brandwatch | www.brandwatch.com              12
INTERESTING DATA Switching conversations


     53% AT&T                                          22% UNKOWN




                                         2300
                                            MENTIONS
                                                         16% VERIZON




                      9% SPRINT



   •  Period: 1st – 10th October
   •  Query: 2300 Mentions / separate query used

© 2011 Brandwatch | www.brandwatch.com                                 13
CRITICAL DATA Switching conversations (sample)


     53 SWITCH TO AT&T
                                                    145 SWITCH TO VERIZON



                                         314
                                         MENTIONS




116 SWITCH TO SPRINT




   •  Period: 1st – 10th October
   •  Sample size: 314 Mentions

© 2011 Brandwatch | www.brandwatch.com                               14
CRITICAL DATA The potential value of conversations


    SWITCHING             #MENTIONS      2 YR           PHONE UNIT   POTENTIAL
    TO…                                  REVENUE        REVENUE      VALUE
    AT&T                  53             $1,320         $199         $80,507

    Sprint                116            $1,200         $199         $162,284

    Verizon               145            $1,320         $199         $220,255

                                         Total                       $463,046



                                         293 Mentions                $1,580 per
                                         sampled                     mention




© 2011 Brandwatch | www.brandwatch.com                                            15
BENCHMARKING Sectors & brands differ
                                                 2%           1%           c. 0.1%

    Interesting
     and worth            24%                                                 1%
                                                       20%
      acting on                           33%



    Interesting
        to read
                          52%

                                          65%          79%         99%



Not interesting
 (e.g. passing            24%
      mention)

                       Pantene            E.on        Honda        Cisco



 © 2011 Brandwatch | www.brandwatch.com                                      16
LEARNINGS What we’ve found with our clients
•    Listen first
•    Good setup is crucial
•    Conversations will not always match what’s expected
•    The closer you are to the data the better you understand what it
     means
•    The better you understand the clients’ objectives the better you
     understand valuable data
•    Good vendors help clients understand the pros and cons of data
     so they better understand what they’re looking at
•    Good technology helps getting insights faster and easier but
     doesn’t replace humans
•    When you have structures review them over time as the
     conversation will change
•    Monitoring should be partnered with analysis

© 2011 Brandwatch | www.brandwatch.com                                  17
CONTACT


                         @Sebhempstead
                         @Brandwatch


   w.                    www.brandwatch.com



© 2011 Brandwatch | www.brandwatch.com        18

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Finding Gold in Social Media Data

  • 1. FINDING GOLD IN SOCIAL DATA: Part 2 Useful tips on looking at conversation data October 2011 seb@brandwatch.com | Tel: +1 212 229 2240 © 2011 Brandwatch | www.brandwatch.com 1
  • 2. MEET BRANDWATCH What does our technology do? Brandwatch technology gathers data on the internet and processes it automatically so you can analyze what’s being discussed and quantify your findings with meaningful metrics. Brandwatch also offers services that help our clients get the most from the data. 1 G AT H E R 3 ANALYSE 2 PROCESS © 2011 Brandwatch | www.brandwatch.com 2
  • 3. MEET BRANDWATCH Some of our clients. Brandwatch works with a wide range of clients from agencies to direct brands including: © 2011 Brandwatch | www.brandwatch.com 3
  • 4. STRUCTURING DATA © 2011 Brandwatch | www.brandwatch.com 4
  • 5. “ IBM estimated that more than 90 percent of all real-time information being created today are unstructured ” SOURCE WWW.REUTERS.COM / 10.11.11 © 2011 Brandwatch | www.brandwatch.com 5
  • 6. BRANDWATCH CLIENTS: Social data in use SEARCH •  Site analysis ONLINE REPUTATION •  Language optimization MANAGEMENT •  Brand research •  Identify, route, engage, manage •  Campaigns SCRM •  Identify, route, engage, manage •  Customer Services •  Prospecting MARKETING •  Customer retention •  Campaign Planning •  Campaign Measurement •  Campaign Evaluation RESEARCH •  Market research •  Brand analysis •  Thematics © 2011 Brandwatch | www.brandwatch.com 6
  • 7. DATA TYPES investing in data High CRITICAL DATA HIGHEST INVESTMENT •  Manual sentiment •  Manual categorization Value INTERESTING DATA LOW – MID INVESTMENT •  Automated sentiment analysis •  Automated categorization NON-INTERESTING DATA MINIMIMAL INVESTMENT •  Passing mentions •  Do you need these mentions? Low Low Effort High © 2011 Brandwatch | www.brandwatch.com 7
  • 8. An example looking at AT&T © 2011 Brandwatch | www.brandwatch.com 8
  • 9. BIRDSEYE Verizon & AT&T 25000 20000 MENTIONS 15000 10000 5000 0 1-Oct-11 2-Oct-11 3-Oct-11 4-Oct-11 5-Oct-11 6-Oct-11 7-Oct-11 8-Oct-11 9-Oct-11 10-Oct-11 DAYS Verizon AT&T © 2011 Brandwatch | www.brandwatch.com 9
  • 10. BIRDSEYE AT&T word cloud © 2011 Brandwatch | www.brandwatch.com 10
  • 11. INTERESTING DATA Breaking down AT&T conversations 43% AT&T EXCLUSIVE No other brands. 157K MENTIONS 57% CO-BRANDED Also mentions Verizon, Sprint, T-Mobile etc •  Over half of AT&Ts discussions include a competitor •  Period: 1st – 10th October © 2011 Brandwatch | www.brandwatch.com 11
  • 12. INTERESTING DATA Breaking down AT&T conversations c.2% TALK ABOUT SWITCHING 157K MENTIONS •  Period: 1st – 10th October © 2011 Brandwatch | www.brandwatch.com 12
  • 13. INTERESTING DATA Switching conversations 53% AT&T 22% UNKOWN 2300 MENTIONS 16% VERIZON 9% SPRINT •  Period: 1st – 10th October •  Query: 2300 Mentions / separate query used © 2011 Brandwatch | www.brandwatch.com 13
  • 14. CRITICAL DATA Switching conversations (sample) 53 SWITCH TO AT&T 145 SWITCH TO VERIZON 314 MENTIONS 116 SWITCH TO SPRINT •  Period: 1st – 10th October •  Sample size: 314 Mentions © 2011 Brandwatch | www.brandwatch.com 14
  • 15. CRITICAL DATA The potential value of conversations SWITCHING #MENTIONS 2 YR PHONE UNIT POTENTIAL TO… REVENUE REVENUE VALUE AT&T 53 $1,320 $199 $80,507 Sprint 116 $1,200 $199 $162,284 Verizon 145 $1,320 $199 $220,255 Total $463,046 293 Mentions $1,580 per sampled mention © 2011 Brandwatch | www.brandwatch.com 15
  • 16. BENCHMARKING Sectors & brands differ 2% 1% c. 0.1% Interesting and worth 24% 1% 20% acting on 33% Interesting to read 52% 65% 79% 99% Not interesting (e.g. passing 24% mention) Pantene E.on Honda Cisco © 2011 Brandwatch | www.brandwatch.com 16
  • 17. LEARNINGS What we’ve found with our clients •  Listen first •  Good setup is crucial •  Conversations will not always match what’s expected •  The closer you are to the data the better you understand what it means •  The better you understand the clients’ objectives the better you understand valuable data •  Good vendors help clients understand the pros and cons of data so they better understand what they’re looking at •  Good technology helps getting insights faster and easier but doesn’t replace humans •  When you have structures review them over time as the conversation will change •  Monitoring should be partnered with analysis © 2011 Brandwatch | www.brandwatch.com 17
  • 18. CONTACT @Sebhempstead @Brandwatch w. www.brandwatch.com © 2011 Brandwatch | www.brandwatch.com 18