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From Human Factors to Social Insights eMetrics Summit April 1, 2015 San Francisco, CA Erling Amundson Senior Manager Social Insights, Symantec.

From Human Factors to Social Insights

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Page 1: From Human Factors to Social Insights

From  Human  Factors  to  Social  Insights  eMetrics  Summit  April  1,  2015  San  Francisco,  CA  

Erling  Amundson  Senior  Manager  Social  Insights,  Symantec.  

Page 2: From Human Factors to Social Insights

Human  Factors  A  blend  of  psychology  and  technology  

 

Using  what  we  know  about  people  to  ensure  they  &  the  machines  they  use  work  efficiently  &  effecHvely  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 3: From Human Factors to Social Insights

HF  Engineers  and  Experience  Designers  

•  Listen,  learn,  and  collaborate  •  Design  things  that  work  for  people    

– Make  things  easier  to  use,  more  efficient  – Test  &  validate  to  opHmize  a  product  or  experience  

•  Look  for  paRerns;  create  guidelines  and  standards  

 

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 4: From Human Factors to Social Insights
Page 5: From Human Factors to Social Insights

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 6: From Human Factors to Social Insights
Page 7: From Human Factors to Social Insights

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 8: From Human Factors to Social Insights

A  HA  A  HA  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 9: From Human Factors to Social Insights

Social  Media  is  changing  how  people  communicate  with  

each  other  and  with  organiza;ons  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 10: From Human Factors to Social Insights

Never  Enough  InformaHon  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 11: From Human Factors to Social Insights

“Do  you  want  your  ideas  and  creaHve  concepts  to  see  the  light  of  day?  Then  don’t  start  with  the  customer  “in  mind,”  but  actually  with  the  customer.  Anything  that  comes  straight  from  their  mouths  is  preRy  …  hard  to  refute.”  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 12: From Human Factors to Social Insights

“find  innovative  ways  to  delight  customers  month  after  month  and  year  after  year  …  listen  to  your  customers.  They  will  tell  you.”  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 13: From Human Factors to Social Insights

If  the  point  of  Human  Factors  &  Experience  Design  is  to  meaningfully  engage  with  real  

people  who  will  use  the  products  so  that  we  can  make  the  products  &  experiences  they  use  

beRer    –    

then  engaging  in  social  media  must  be  an  essenHal  part  of  our  job.  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 14: From Human Factors to Social Insights

Prototypes  Users  &  Personas  Usability  TesHng    

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 15: From Human Factors to Social Insights

I  made  the  leap  from  UX  to  Social  

•  And  now  I  lead  a  global  team  doing  24X7  listening  for  

•  Emerging  trends  •  SenHment  •  Campaign  and  event  metrics  •  Support  engagement  

• What  customers  are  actually  saying.  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 16: From Human Factors to Social Insights

Social  Listening  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 17: From Human Factors to Social Insights

Data  is  only  the  start  

17  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 18: From Human Factors to Social Insights

18  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

I  need  to  replace  that  product.  I  wonder  which  one  is  best?    

Page 19: From Human Factors to Social Insights

19  

Oh  no.  I  have  been  hit  by  ransomware.  What  do  I  do  now?  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 20: From Human Factors to Social Insights

20  

I  am  worried  about  idenHty  thea.  Why  aren’t  

companies  spending  enough  on  security?  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 21: From Human Factors to Social Insights

21  

Why  wont  this    

@$%#^*  thing    

work?!?  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 22: From Human Factors to Social Insights

22  

Thanks  Symantec!!!    I  just  got  the  rest  of  my  day  back.  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 23: From Human Factors to Social Insights

Types  of  Ac;onable  Men;ons        

1.   Case:  Request  for  help  resolving  real-­‐Hme  issue  

2.   Query:  QuesHon  that  doesn’t  require  support  resource  

3.   Rant:  Insult  that  merits  brand  management  consideraHon  

4.   Rave:  Praise  from  Symantec  brand  advocate  

5.   Lead:  Pronouncement  of  near-­‐term  purchase  decision  

6.   RFE:  Request  to  enhance  a  product  with  a  new  feature  of  Symantec  products  

7.   Trend/Threat:  Emerging  topic  of  interest  

23  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 24: From Human Factors to Social Insights

Content  Library  Sample  Terms  

•  Query  –  Advice  –  Anyone  know  

•  Case  –  Doesn’t  work  –  Troubleshoot  

•  Rant  –  Angry  –  Annoyed  

•  Rave  –  Thanks  

24  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 25: From Human Factors to Social Insights

Prior;zed  Rules  In  the  Social  Hub  

AutomaHon  Priority  Rules  

•  Spam  

•  Fraud  •  News  •  Support  MenHons  

•  Engageable  Raves  Classify  &  Route  

•  Enable  people  to  respond  to  quesHons  and  issues  •  Engage  with  customers  and  help  them  

 25  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 26: From Human Factors to Social Insights

26  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 27: From Human Factors to Social Insights

A  single  nega;ve  customer  experience  posted  in  public  can  wipe  out  the  effect  of  five  or  more  posi;ve  messages.  

 

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 28: From Human Factors to Social Insights

28  

What  are  the  

PaRerns    &  Themes  that  are  emerging  right  now  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 29: From Human Factors to Social Insights

Social  Conversa;on  Drivers  

29  

I Install I Use I Renew I Am Aware I Shop I Buy I Receive

AWARENESS    725  posts  

-­‐  People  share  and  retweet  about  Product  Accelerator  quesHons  the  value  of  storage-­‐based  snapshot  integraHon  from  CompeHtor  ‘C’  

-­‐  Promoters  sharing  Product  2014    BeRer  Faster  Stronger  -­‐  Promoters  sharing  informaHon  on  

Bolstering  Data  ProtecHon  Leadership  in  India  with  New  Product  2014  

-­‐  Promoters  share  informaHon  on  Product  V-­‐Ray  EdiHon  -­‐  Promoters  share  news  and  informaHon  on  

Product  2014  Service  Pack  1  release  -­‐  Promoters  share  videos  on  the  new  Product  2014  -­‐  Promoters  share  Product  3600  appliance    -­‐  Promoters  share  informaHon  on  how  

Product  can  save  your  business  SHOP  6  posts  

-­‐  Detractors  share  informaHon  on  how  and  why  Product  X  is  beRer  than  Product  Y    

-­‐  Detractors  suggesHng    Product  user  moving  to  use  compeHtor  products  

USE  81  posts  

-­‐  User  having  Product  issues  -­‐  Product  unable  to  recover  data  -­‐  Product  failing  with  errors  -­‐  Product  running  out  of  space,  not  working  like  before  

OVERALL   Most  conversaHons  in  social  for  September  2014  was  on  product  awareness,  people  sharing  informaHon  on  our  products,  best  pracHces  arHcles  and  videos.  As  usual  people  also  shared  both  posiHve  and  negaHve  views  of  our  products.  Product  retweets  contributed  to  a  lot  of  posiHves  with  detractors  and  product  issues  added  a  few  negaHves  for  the  month.  

Helping  Customers  in  Social                                                              Erling  Amundson                                            @XDstrategy  

Page 30: From Human Factors to Social Insights

Social  Sen;ment  Trend  

30  

0  5  10  15  20  25  30  35  40  

-­‐40%  -­‐20%  0%  20%  40%  60%  80%  100%  

Ac;o

nable    In

ternet    M

en;o

ns  

Net    Social    Sen;

men

t  

Net  Social  Sen;ment™  :  Segment  Name  [Product  A  +  Product  B]  

AIMs   NSS  

NegaHve  

19%  

Sept  ‘14  Sen;ments  

Net  Social  SenHment™  is  a  snapshot  of  social  media  attudes  which  is  calculated  using  AcHonable  Internet  MenHons  from  customers,  prospects  and  partners.  It  includes  TwiRer,  Facebook,  Forums  (including  Spiceworks  &  Reddit),  and  Blogs.  

 

Net  Social  SenHment  

September  ‘14  31%  

Upward  Trend  

Net  Social  SenHment  

August  ‘14  24%  

Promoters  sharing  BE  3600  Appliance  

Bolstering  Data  ProtecHon  Leadership  in  India  with  New  Backup  Exec  2014  

0  200  400  600  800  1000  1200  1400  1600  1800  

0%  

10%  

20%  

30%  

40%  

50%  

60%  

70%  

February  '14   March  '14   April  '14   May  '14   June  '14   July  '14   August  '14   September  '14  

Ac;o

nable  Internet  M

en;o

ns  

Net      Social    Sen

;men

t  

Month  Wise  Net  Social  Sen;ment  

AIMs   NSS  

49%  PosiHve  

Neutral  

32%  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 31: From Human Factors to Social Insights

From  Human  Factors  to  Social  Media  Erling  Amundson                                            @XDstrategy  

Page 32: From Human Factors to Social Insights

32  

Lessons  from  

Improv  

From  Human  Factors  to  Social  Media  Erling  Amundson                                            @XDstrategy  

Page 33: From Human Factors to Social Insights

Listen  &  react  Be  in  the  moment  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 34: From Human Factors to Social Insights

Always  try  to  use  

Yes&…  Rather  than  No!  or  But!  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 35: From Human Factors to Social Insights

the  status    game  

Watch  what  happens  when  everyone  tries  to  be  the  most  important  person.  Now  try  again  with  everyone  trying  to  be  the  least  important  person.  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 36: From Human Factors to Social Insights

Be  Helpful      

Make  the  others  look  good  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 37: From Human Factors to Social Insights

Momentum  Marke;ng  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 38: From Human Factors to Social Insights

38  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 39: From Human Factors to Social Insights

39  

I Install I Use I Renew I Am Aware I Shop I Buy I Receive

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 40: From Human Factors to Social Insights

40  

Awareness Evaluation

Conversion

Experience

Advocate

Consideration

Bond

DRIVE BRAND RE-EVALUATION DRIVE PURCHASE

Renew

I Install I Use I Renew I Am Aware I Shop I Buy I Receive

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 41: From Human Factors to Social Insights

41  

“If  your  company  and  its  markeHng  are  truly,  inherently  useful,  your  customers  and  

prospecHve  customers  will  keep  you  close...”  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 42: From Human Factors to Social Insights

42  

Brand  Goals  

Customer  Interests  

Relevancy  =  

Sharable,  engaging  ideas  and  values  

IdenHfy  relevancy  with  social  listening  data  

I Install I Use I Renew I Am Aware I Shop I Buy I Receive

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 43: From Human Factors to Social Insights

#30SecTech  Videos  Helpful  content  helps  drive  posi;ve  sen;ment  

43  

 1.   The  Real  Cost  of  Free  An;-­‐Virus    2.   How  Hackers  Hack  Passwords    3.   Cookies  and  Your  Online  Privacy    4.   POS  Ahacks  and  Stolen  Credit  Cards    5.   Security  and  the  Internet  of  Things    6.   Firewalls  in  Ac;on  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 44: From Human Factors to Social Insights

44  

We  Can  Help  

Momentum  MarkeHng  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 45: From Human Factors to Social Insights

45  

“The  idea  of  newsjacking  is  quite  simple:  It  is  the  art  and  science  of  injecHng  your  ideas  into  breaking  news,  in  real  Hme,  in  order  to  generate  social  aRenHon  and  media  coverage  for  yourself  or  your  business.”  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 46: From Human Factors to Social Insights

46  

Yes&…  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Be  Helpful  

Page 47: From Human Factors to Social Insights

Annual  or  Quarterly  Plan  Roadmap  Planning  

Plan  Development  Product  Marke;ng  

Campaigns  

Content  

Digital  Marke;ng  

Symantec.com  

Paid  Media  

Social  Media  

Annual  Campaign  Planning  

Plan  Development  

Plan  Development  

Plan  Development  

Plan  Development  

Plan  Development  

Launch  

Launch  

Launch  

Launch  

Launch  

Launch  

Launch  

Execu;on  

Execu;on  

Execu;on  

Execu;on  

Execu;on  

Plan  Development   Execu;on  

47  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 48: From Human Factors to Social Insights

48  

Brand  Goals  

Customer  Interests  

Relevancy  =  

Sharable,  engaging  ideas  and  values  

IdenHfy  relevancy  with  social  listening  data  

Content,  Listening  and  Trends  Customer-­‐centric  content  delights  and  adds  value  at  every  stage  of  the  purchasing  journey  and  key  moments  of  truth.  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 49: From Human Factors to Social Insights

The  24-­‐Hour  News  Cycle    Responsive,  Agile,  Real-­‐?me  Marke?ng  

INTERE

ST  

TIME  

BREAKING  News  

Journalists  scramble  for  addi;onal  informa;on  

Public  Excitement  

Grows  

Peak  

Old  News  

Done  

Brand  Goals   Customer  Interests  

Begin  Publishing  Brand  Content  

Before   During   Aaer  

Adopted  from  David  Meerman  ScoR  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 50: From Human Factors to Social Insights

Copyright  ©  2014  Symantec  CorporaHon  50  

Page 51: From Human Factors to Social Insights

Brand  Goals  Roadmap  Planning  

Campaigns  

Content  

Digital  Marke;ng  

Symantec.com  

Paid  Media  

Social  Media  

Fast  Cycles  SupporHng  Overall  Goals  

51  

Sprint  Planning   Sprint  

Sprint  Planning   Sprint  

Sprint  Planning   Sprint  

Sprint  Planning   Sprint  

Sprint  Planning   Sprint  

Sprint  Planning   Sprint  

Demo  

Demo  

Demo  

Demo  

Demo  

Demo  

Retro  

Retro  

Retro  

Retro  

Retro  

Retro  

Sprint  

Sprint  

Sprint  

Sprint  

Sprint  

Sprint  

Sprint  Planning  

Sprint  Planning  

Sprint  Planning  

Sprint  Planning  

Sprint  Planning  

Sprint  Planning  

Demo  

Demo  

Demo  

Demo  

Demo  

Demo  

Retro  

Retro  

Retro  

Retro  

Retro  

Retro  

   Brand  voice.  Core  themes  &  messages      Events:  CES,  customer  conference        Product  launch  plan  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 52: From Human Factors to Social Insights

52  

Update  Backlog  

Sprint  Planning   Sprint  

Daily  Stand-­‐up  Sprint  

Review  

Sprint  Retrospec;ve   1  day  

2-­‐4  weeks  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 53: From Human Factors to Social Insights

Global  Listening    

                                           

Erling  Amundson      @XDstrategy                                          Global  Listening  

Page 54: From Human Factors to Social Insights

Global  Listening    

A  Typical  Scenario  

BREAKING  Alert  

Situa;on  Analysis:  Part  1  

Review  &  Repeat  as  needed  

16H   12H  

Review  &  create  content  as  needed  

8H  

Always  On  Listening  and  Analysis  •  Campaigns,  Events,  Threats,  Trends  

Situa;on  Analysis:  Part  2  

0H  

Founda;onal  infrastructure  &  research  enabling  effec;ve  listening  &  response.    

Page 55: From Human Factors to Social Insights

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy   55  

Page 56: From Human Factors to Social Insights

Momentum  Marke;ng:  Adobe  Flash  Player  Zero  Day    

56  

What  do  I  need  to  do  to  avoid  the  exploit?  

What  is  Flash  Zero  Day  Vulnerability?  

How  do  I  protect  my  System?  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 57: From Human Factors to Social Insights

Momentum  Marke;ng  Avg.  MarkeHng  OpportuniHes:  4  

Reach:  2.8M  Engagement:  85,000  

Total  impact  for  1  month  

Marke;ng  Opportunity  Avg.  reach  per  post  :  140K  

Engagement  Rate  per  post  :  2.86%  DuraHon  of  markeHng  opportunity  is  7  days  

Support  Opportuni;es  Reach:  5,368  

Engagement:  4,478    

Social  Support,  Momentum  Marke;ng  &  Tradi;onal  Marke;ng  Campaigns  

Social  Support  Item  Reach  per  response  :  1  

Engagement  per  response:  85%  DuraHon  of  impact  for  1  day  

Total  impact  for  1  month  

Marke;ng  Campaigns  Reach:  3.5M  

Engagement:  47,000    

Total  impact  for  1  month  

Marke;ng  Campaigns  Avg.  reach  per  post  :  87K  

Engagement  Rate  per  post:  1.15%  Avg.  duraHon  of  markeHng  campaign  is  3  months  

Page 58: From Human Factors to Social Insights

1:  Listen  to  Create  

58  

•  Use  insights  in  a  fast  loop  with  markeHng.  

•  Let  insights  drive  the  decision-­‐making  &  creaHve  process.  

•  The  faster  the  loop,  the  faster  you  can  deliver  a  relevant  message.  

 

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 59: From Human Factors to Social Insights

2:  Provide  Clear  Brand  Guidelines  

59  

•  Have  clear  but  flexible  brand  guidelines.  

•  Enable  teams  to  create  content  in  real-­‐Hme  that  fits  with  the  brand  strategy.  

 

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 60: From Human Factors to Social Insights

3:  Create  Your  Own  Momentum  

60  

•  Learn  what  topics  are  most  relevant  for  your  customers.  

•  Find  new  ways  to  create  content  that  sparks  a  moment  for  your  brand.    

•  Build  on  your  success  with  ‘Yes,  and…’  thinking.  

 

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 61: From Human Factors to Social Insights

Be  Helpful  

Just  like  in  Improv:  

• Listen  acHvely  • Respond  quickly  • Make  others  look  good  

61  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 62: From Human Factors to Social Insights

Beyond  Social:  Agile  Marke;ng  Sciences  Providing  real-­‐Hme  and  agile  insights  that  help  opHmize  experiences  across  channels.    

Copyright  ©  2014  Symantec  CorporaHon   62  

Page 63: From Human Factors to Social Insights

Social  breaks  silos  

Align culture around great experience

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 64: From Human Factors to Social Insights

Digital  &  Adver;sing  

64  

SEM   Social   Paid/RetargeHng   Symantec.com   Customer  MarkeHng  

Agile  Marke;ng  Sciences  

Integrated  digital  analysis  and  insights    IdenHfy  the  intersecHon  of  social  listening,  search  trends,  and  owned  web  traffic.  Analyze,  blend  and  integrate  the  data  into  correlated  digital  insights.  

Enterprise  Digital  &  Adver;sing    

Integrated  MarkeHng  

Social  

Search  

Digital    Insights  

Web  

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 65: From Human Factors to Social Insights

Learning  from  The  Lean  Startup  

65  

Ideas  

Build  

Product  

Measure  

Data  

Learn  

A  startup  is  a  catalyst  that  transforms  ideas  into  products.  The  products  a  startup  builds  are  really  experiments.        As  customers  interact  with  those  products,  they  generate  feedback  and  data  …  the  learning  about  how  to  build  a  sustainable  business  is  the  outcome  of  those  experiments.    That  can  influence  and  reshape  the  next  set  of  ideas.    

From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 66: From Human Factors to Social Insights

•  Social  Media  has  changed  the  relaHonship  between  organizaHons  and  their  users  &  customers  

•  Use  social  listening  to  listen.  Build  relaHonships  •  Start  with  data  

–  Build  useful  metrics  –  IdenHfy  acHonable  insights  

•  Be  helpful  •  Use  techniques  from  across  disciplines;  CX,  UX,  Social  Media,  &  MarkeHng.  Align  around  delivering  great  experiences  

•  Be  agile  and  adapt  quickly  

66  From  Human  Factors  to  Social  Media    Erling  Amundson                                            @XDstrategy  

Page 67: From Human Factors to Social Insights

QuesHons?    Thanks!  

Copyright  ©  2014  Symantec  Corpora;on.  All  rights  reserved.  Symantec  and  the  Symantec  Logo  are  trademarks  or  registered  trademarks  of  Symantec  CorporaHon  or  its  affiliates  in  the  U.S.  and  other  countries.    Other  names  may  be  trademarks  of  their  respecHve  owners.  

This  document  is  provided  for  informaHonal  purposes  only  and  is  not  intended  as  adverHsing.    All  warranHes  relaHng  to  the  informaHon  in  this  document,  either  express  or  implied,  are  disclaimed  to  the  maximum  extent  allowed  by  law.    The  informaHon  in  this  document  is  subject  to  change  without  noHce.  

Erling  Amundson  Senior  Manager  Social  Insights  @XDstrategy