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Analytics cultures in Europe
March 2013 – Web Analytics Congres – Aurélie Pols
Who am I?
            @aureliepols
Women’s	
  day




Because women always analyze everything,
we know how to optimize (our time & work!)
¿Mind Your Group?




                    Empresas de   nicho volcadas en ayudar
         a sacar el   máximo partido
                       al canal
                                   online
Sponsored	
  by	
  
Data-informed vs. data-driven
STAGES	
  OF	
  ANALYTICAL	
  COMPETITION	
  

                                Use	
  Internal	
  +	
                    StaGsGcal	
  Analysis	
  &	
  
                                External	
  Data	
           Analy4c	
    PredicGve	
  Modeling	
  
                                                           Compe4tors	
  
          High	
  Quality	
  Data	
  /	
  
        Company	
  Wide	
  Culture	
                Analy4c	
  Companies	
          Not	
  CompeGng	
  

               Have	
  BI	
  Tools	
                                                         Isolated	
  
              No	
  Easy	
  Access	
                Analy4c	
  Aspira4ons	
                 FuncGons	
  

    Mostly	
  ReporGng	
                                                                           Business	
  
                                                     Localized	
  Analy4cs	
                       as	
  Usual	
  
Poor	
  Quality	
  /	
  
 Missing	
  Data	
                                 Analy4cally	
  Impaired	
  
  Lack	
  Skill	
  
Modelo de madurez en Analítica Digital




                      Basado	
  en	
  el	
  modelo	
  de	
  madurez	
  de	
  analí/ca	
  web	
  de	
  Stéphane	
  Hamel	
  
Un plan estratégico
                                                                                         Diseño	
  de	
  Scorecards	
  

                                                                                        Analí4ca	
  Prescrip4va	
                                                        12
                                                                                   Elaboración	
  Plan	
  Estratégico	
                                                  meses

                                                                                  Integración	
  datos	
  offline	
  

                                                         Iden4ficación	
  de	
  Oportunidades	
                          Analí4ca	
  Predic4va	
                                            9
                                                                            Análisis	
  Ciclo	
  de	
  Vida	
  del	
  Cliente	
                                                       meses


                                                                                                                                                                                            6
                                                                        Desarrollo	
  Dashboards	
  Automa4zados	
  

                                                Personalización	
  Contenido	
                                Generación	
  Modelos	
  Estadís4cos	
  
                                                                            Perfiles	
  y	
  Modelos	
  de	
  Personas	
                                                                    meses



                                                                                                                                                                                                   3
                                                             E4quetado	
  de	
  Campañas	
                      Creación	
  Embudos	
  Conversión	
  
   infraestructura	
                    Análisis	
  UX	
                     Análisis	
  Arquitectura	
  Información	
                        Preparación	
  Test	
  A/B	
  
                                                         Estudio	
  de	
  la	
  competencia	
                            Análisis	
  Cualita4vo	
                                               meses

                         Implementación	
  Básica	
  Herramienta	
              Personalización	
  Herramienta	
                       Ges4ón	
  de	
  Calidad	
  de	
  los	
  Datos	
  
tác4ca	
                           Análisis	
  del	
  Tráfico	
                                                                                  Análisis	
  Conversión	
                               1
                             Establecimiento	
  de	
  Obje4vos	
                          Generación	
  KPIs	
                        Definición	
  Segmentos	
  de	
  Negocio	
                        mes



       estrategia	
  
The key to success, not new




Technology	
     People	
     Process	
  
7 steps for beautiful DDDM

# 7	
  Go	
  for	
  the	
  boOom-­‐line	
  (outcomes)	
  
# 6	
  ReporGng	
  is	
  not	
  analysis	
  
# 5	
  Depersonalize	
  decision	
  making	
  
# 4	
  ProacGve,	
  not	
  reacGve	
  insights	
  
# 3	
  Empower	
  your	
  analysts	
  
# 2	
  Solve	
  for	
  the	
  Trinity	
  
# 1	
  Got	
  Process?	
  

                                     Avinash Kaushik
# 7 Bottom-line
                                                         Product	
  innovaGon	
  
                                    PRICE	
  
                                 STRATEGIES	
            Product	
  Quality	
  

                                                         DifferenGated	
  MarkeGng	
  
                    MARGIN	
  

                                                         Process	
  InnovaGon	
  
                                      COST	
  
                                   STRATEGIES	
          FuncGonal	
  Efficiencies	
  

                                                         DiscreGonary	
  spending	
  

NET	
  INCOME	
                                          IntegraGon	
  

                                 MARKET	
  SHARE	
  
                                  STRTEGIES	
            MarkeGng	
  SegmentaGon	
  

                                                         Customer	
  Value	
  Chain	
  

                                                         RelaGve	
  Spending/Effort	
  
                    VOLUME	
  
                                    MARKET	
  SIZE	
  
                                    STRATEGIES	
         “Related”	
  New	
  Products	
  

                                                         “Related”	
  New	
  Markets	
  

                                                         More	
  usage	
  occasions	
  
# 6 Analysis, not Reporting
                                                      Comparing Roles


                                        Analytics                              Analytics
                                       Consultant                             Practitioner
June Dershewitz


    1.	
  A	
  pracGGoner	
  has	
  an	
  open-­‐ended	
  statement	
  of	
  work	
  
    2.	
  What’s	
  the	
  hold-­‐up?	
  
    3.	
  MeeGngs	
  upon	
  meeGngs	
  upon	
  meeGngs	
  
    4.	
  Longer	
  projects,	
  lasGng	
  impact	
  
    5.	
  Fear	
  of	
  losing	
  touch	
  
    6.	
  From	
  center	
  of	
  the	
  universe	
  to	
  subject	
  maOer	
  
    7.	
  The	
  role	
  of	
  the	
  consultant	
  is	
  to	
  make	
  the	
  client	
  look	
  good	
  
Outsource the boring stuff!



                                             20% 	
  




      How	
  does	
  
       your	
  day	
  
      look	
  like?	
  

Source:	
  The	
  Next-­‐Genera4on	
  
Privacy	
  Professional	
  -­‐	
  IAPP	
  
WEB	
  ANALYTICS	
  2.0	
  
        Tráfico	
  y	
         1.	
  Qué	
  
       Conversión	
  

       Datos	
  Offline	
       2.	
  Cuánto	
  
          TesGng	
  
                              3.	
  Por	
  Qué	
  
       Voz	
  Cliente	
  

      CompeGdores	
  
                              4.	
  Qué	
  más	
  


         Insights	
  
PEOPLE	
  	
  
RATIONAL	
  BEHAVIOR	
  
&	
  YOU	
  
Statement	
  #1:	
  
	
  
Companies	
  &	
  sectors	
  
are	
  not	
  equal	
  
2005: Google Analytics = free



                                 “Staffing for a free
                                 product is an issue
                                 in Germany”	
  

Oliver Schiffers




                   Matt Cutler          Jason Burby
Google Analytics market share




                       Source:
                   http://www.targetonlinemarketing.com/
                   en/blog/203-infographic-ireland-who-is-
                   using-google-analytics.html
Europe’s economic fiber: SMEs
Europe’s economic fiber: SMEs




                    http://blogs.ec.europa.eu/neelie-
                    kroes/coalition-digital-jobs/
In 2007…
and still today
	
  
	
                           Action vs. findings
	
  
	
  


       “What is the most difficult aspect of analytics for your company?”

                        Pulling together the data                  24%


                         Forming the hypothesis           9%


             Developing the analytical models              12%

                          Interpreting the results          3%

                           Acting on the findings                                                 53%


                                                                     Source: Forrester Research
Cruise ship vs. speed boat
Statement	
  #2:	
  
	
  
Job	
  descrip4ons	
  are	
  not	
  
always	
  what	
  they	
  seem	
  
Analytics rockstar

        What are you
        willing to sacrifice?
        to outsource?
        	
  
Long term vision




                        Dylan Lewis



                   Wonder about data, analytics & Hadoop? Read
                   this:
                   http://hortonworks.com/blog/future-of-hadoop/
Bob Page
Life stages
Journey companion
Consultancy or company?


http://scottberkun.com/2013/pick-your-own-boss/




 Outsourcing or
 near sourcing?	
  
The Spanish Connection




Be demanding: evolve or change!
Statement	
  #3:	
  
	
  
There	
  is	
  no	
  truth,	
  	
  
only	
  points	
  of	
  views	
  
Is attribution dead?




Distribución
de fuentes
De tráfico
From web analytics to digital




Source:	
  hOp://www.slideshare.net/marketo/how-­‐to-­‐build-­‐a-­‐beOer-­‐inbound-­‐markeGng-­‐machine	
  	
  
How can you…



               Reach	
  more	
  
               people,	
  
               more	
  
               efficiently,	
  
               at	
  lower	
  
               costs?	
  
Specializations

#CRO
#UX, #LEANUX
#SEM, #SEO
#MEASURE
#ANALITICAWEB
#MOBILE
#RWD
…
#AUDIT
#PRIVACY

 http://www.weboptimeez.com/wp-content/
 uploads/2013/01/weboptimeez-analytics-
 roadmap-2013.jpg
Los datos son el nuevo oro negro
Page	
  	
  43	
  
Our Blood Type is Data +
What did we learn today?

# Best	
  prac4ces	
  exist	
  about	
  data	
  
  driven/informed	
  cultures	
  
# Despite	
  differences,	
  pockets	
  of	
  
  excellence	
  also	
  exist	
  
# Create	
  win-­‐win	
  situaGon	
  for	
  you	
  
  and	
  your	
  company	
  
# If	
  not,	
  move	
  on:	
  in	
  the	
  Netherlands,	
  
  in	
  Europe	
  or	
  in	
  the	
  world	
  
Don’t Crash & Burn!

                                       Informed
     Uninformed                   2
                                      Pessimism
      Optimism    1


                                          5
                                                  Informed
                                                  Optimism
                      Crisis of
                                  3
                      Meaning



                                          4   Crash & Burn



Transition Curve
Ask yourself this



                  Where	
  do	
  YOU	
  
                    want	
  to	
  be	
  
   In which
country/region?
                   in	
  10	
  years?	
       Loner or part
                                              of a team?



       Life balance:        Doing what?     Expert or
       Professional         Responsible     generalist?
        vs. Private          for what?
El futuro pertenecerá a los que
   realmente hagan buenas preguntas




                      Gracias	
  




                    Aurélie Pols

@aureliepols 	
                     aurelie@MindYourGroup.com
                                                	
  

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Analytics cultures in Europe (Web Analytics Congress de Utrecht 13-14 marzo 2013)

  • 1. Analytics cultures in Europe March 2013 – Web Analytics Congres – Aurélie Pols
  • 2. Who am I? @aureliepols
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8. Women’s  day Because women always analyze everything, we know how to optimize (our time & work!)
  • 9. ¿Mind Your Group? Empresas de nicho volcadas en ayudar a sacar el máximo partido al canal online
  • 12. STAGES  OF  ANALYTICAL  COMPETITION   Use  Internal  +   StaGsGcal  Analysis  &   External  Data   Analy4c   PredicGve  Modeling   Compe4tors   High  Quality  Data  /   Company  Wide  Culture   Analy4c  Companies   Not  CompeGng   Have  BI  Tools   Isolated   No  Easy  Access   Analy4c  Aspira4ons   FuncGons   Mostly  ReporGng   Business   Localized  Analy4cs   as  Usual   Poor  Quality  /   Missing  Data   Analy4cally  Impaired   Lack  Skill  
  • 13. Modelo de madurez en Analítica Digital Basado  en  el  modelo  de  madurez  de  analí/ca  web  de  Stéphane  Hamel  
  • 14. Un plan estratégico Diseño  de  Scorecards   Analí4ca  Prescrip4va   12 Elaboración  Plan  Estratégico   meses Integración  datos  offline   Iden4ficación  de  Oportunidades   Analí4ca  Predic4va   9 Análisis  Ciclo  de  Vida  del  Cliente   meses 6 Desarrollo  Dashboards  Automa4zados   Personalización  Contenido   Generación  Modelos  Estadís4cos   Perfiles  y  Modelos  de  Personas   meses 3 E4quetado  de  Campañas   Creación  Embudos  Conversión   infraestructura   Análisis  UX   Análisis  Arquitectura  Información   Preparación  Test  A/B   Estudio  de  la  competencia   Análisis  Cualita4vo   meses Implementación  Básica  Herramienta   Personalización  Herramienta   Ges4ón  de  Calidad  de  los  Datos   tác4ca   Análisis  del  Tráfico   Análisis  Conversión   1 Establecimiento  de  Obje4vos   Generación  KPIs   Definición  Segmentos  de  Negocio   mes estrategia  
  • 15. The key to success, not new Technology   People   Process  
  • 16. 7 steps for beautiful DDDM # 7  Go  for  the  boOom-­‐line  (outcomes)   # 6  ReporGng  is  not  analysis   # 5  Depersonalize  decision  making   # 4  ProacGve,  not  reacGve  insights   # 3  Empower  your  analysts   # 2  Solve  for  the  Trinity   # 1  Got  Process?   Avinash Kaushik
  • 17. # 7 Bottom-line Product  innovaGon   PRICE   STRATEGIES   Product  Quality   DifferenGated  MarkeGng   MARGIN   Process  InnovaGon   COST   STRATEGIES   FuncGonal  Efficiencies   DiscreGonary  spending   NET  INCOME   IntegraGon   MARKET  SHARE   STRTEGIES   MarkeGng  SegmentaGon   Customer  Value  Chain   RelaGve  Spending/Effort   VOLUME   MARKET  SIZE   STRATEGIES   “Related”  New  Products   “Related”  New  Markets   More  usage  occasions  
  • 18. # 6 Analysis, not Reporting Comparing Roles Analytics Analytics Consultant Practitioner June Dershewitz 1.  A  pracGGoner  has  an  open-­‐ended  statement  of  work   2.  What’s  the  hold-­‐up?   3.  MeeGngs  upon  meeGngs  upon  meeGngs   4.  Longer  projects,  lasGng  impact   5.  Fear  of  losing  touch   6.  From  center  of  the  universe  to  subject  maOer   7.  The  role  of  the  consultant  is  to  make  the  client  look  good  
  • 19. Outsource the boring stuff! 20%   How  does   your  day   look  like?   Source:  The  Next-­‐Genera4on   Privacy  Professional  -­‐  IAPP  
  • 20. WEB  ANALYTICS  2.0   Tráfico  y   1.  Qué   Conversión   Datos  Offline   2.  Cuánto   TesGng   3.  Por  Qué   Voz  Cliente   CompeGdores   4.  Qué  más   Insights  
  • 21. PEOPLE     RATIONAL  BEHAVIOR   &  YOU  
  • 22.
  • 23. Statement  #1:     Companies  &  sectors   are  not  equal  
  • 24. 2005: Google Analytics = free “Staffing for a free product is an issue in Germany”   Oliver Schiffers Matt Cutler Jason Burby
  • 25. Google Analytics market share Source: http://www.targetonlinemarketing.com/ en/blog/203-infographic-ireland-who-is- using-google-analytics.html
  • 27. Europe’s economic fiber: SMEs http://blogs.ec.europa.eu/neelie- kroes/coalition-digital-jobs/
  • 28. In 2007… and still today     Action vs. findings     “What is the most difficult aspect of analytics for your company?” Pulling together the data 24% Forming the hypothesis 9% Developing the analytical models 12% Interpreting the results 3% Acting on the findings 53% Source: Forrester Research
  • 29. Cruise ship vs. speed boat
  • 30.
  • 31. Statement  #2:     Job  descrip4ons  are  not   always  what  they  seem  
  • 32. Analytics rockstar What are you willing to sacrifice? to outsource?  
  • 33. Long term vision Dylan Lewis Wonder about data, analytics & Hadoop? Read this: http://hortonworks.com/blog/future-of-hadoop/ Bob Page
  • 37. The Spanish Connection Be demanding: evolve or change!
  • 38. Statement  #3:     There  is  no  truth,     only  points  of  views  
  • 40. From web analytics to digital Source:  hOp://www.slideshare.net/marketo/how-­‐to-­‐build-­‐a-­‐beOer-­‐inbound-­‐markeGng-­‐machine    
  • 41. How can you… Reach  more   people,   more   efficiently,   at  lower   costs?  
  • 42. Specializations #CRO #UX, #LEANUX #SEM, #SEO #MEASURE #ANALITICAWEB #MOBILE #RWD … #AUDIT #PRIVACY http://www.weboptimeez.com/wp-content/ uploads/2013/01/weboptimeez-analytics- roadmap-2013.jpg
  • 43. Los datos son el nuevo oro negro Page    43  
  • 44.
  • 45.
  • 46.
  • 47.
  • 48. Our Blood Type is Data +
  • 49. What did we learn today? # Best  prac4ces  exist  about  data   driven/informed  cultures   # Despite  differences,  pockets  of   excellence  also  exist   # Create  win-­‐win  situaGon  for  you   and  your  company   # If  not,  move  on:  in  the  Netherlands,   in  Europe  or  in  the  world  
  • 50. Don’t Crash & Burn! Informed Uninformed 2 Pessimism Optimism 1 5 Informed Optimism Crisis of 3 Meaning 4 Crash & Burn Transition Curve
  • 51. Ask yourself this Where  do  YOU   want  to  be   In which country/region? in  10  years?   Loner or part of a team? Life balance: Doing what? Expert or Professional Responsible generalist? vs. Private for what?
  • 52. El futuro pertenecerá a los que realmente hagan buenas preguntas Gracias   Aurélie Pols @aureliepols   aurelie@MindYourGroup.com