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TagMan & Attribution
Adrian Nash, Head of Analytics & Insight
Logan Tod & Co
9th November 2011
Logan Tod & Co: Europe’s leading online optimisation
& analytics consultancy
          Retail        Finance         Travel     Technology, Media
       & Consumer      & Utilities     & Leisure      & Telecom




       © 2011             29/11/2011                                   2
Consider the consumer purchasing journey time




                                                                        70%
                                                                        purchases completed




      Standard cookie window (30 days)
                                                                         30%
                                                                       purchases not completed


                                         Source: Google/Nielsen
                                         NetView – Beyond Last Click




      © 2011                              29/11/2011                                      3
The current measurement model is very simplistic




     © 2011            29/11/2011                  4
The real Single View is very complex indeed




      © 2011            29/11/2011            5
Is a single ‘best’ what now?
              So attribution model the right goal ?


•   Danger of diminishing returns seeking ‘perfect’ attribution
    models

•   Objective should be reducing uncertainty enabling better
    decision making

•   Actionable & repeatable insights are the real goal




        © 2011                29/11/2011                          6
What does best practice look like?




“...given a choice, it‟s more important to be precise than
accurate – reproducibility is more important (especially to
management) than getting the exact number right.”
                                                  Jim Novo - 2007
                                                    Chart source – Omniture blog




       © 2011               29/11/2011                                     7
High level attribution framework

 Evaluation & Iteration                                      Discovery
 • Hypotheses                                                • Workshop
 • Performance                                                    • Objectives
 • Model „precision‟                                              • Final visualisation
 • Knowledge sharing                                         • Data preparation
                                                                  • Accuracy
                                                                  • Integration
                           Evaluation          Discovery     • Marketing Classification
                                                             • Forecasting




                            Testing            Attribution
 Testing                                                     Attribution modelling
 • Hypothesis generation                                     • Credit allocation
 • Test design                                               • Scorecards
 • Success criteria                                          • Advanced models
 • Test execution                                            • Visualisation
                                                             • Insight



           © 2011                     29/11/2011                                     8
TagMan data > attribution insight


                           Customer           Behavioural
                TagMan                                      Context data
                             data              data (WA)




                                        ETL

                Quantivo




                                  Modelling


          Visualisation




       © 2011                         29/11/2011                           9
Questions, comments or thoughts?


      Adrian Nash, Head of Insight and Analytics

                     @logantod
             Adrian.nash@logantod.com




   © 2011                28th March 2011
                        29 November, 2011          Page 23
                                                        10

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TagMan and Attribution

  • 1. TagMan & Attribution Adrian Nash, Head of Analytics & Insight Logan Tod & Co 9th November 2011
  • 2. Logan Tod & Co: Europe’s leading online optimisation & analytics consultancy Retail Finance Travel Technology, Media & Consumer & Utilities & Leisure & Telecom © 2011 29/11/2011 2
  • 3. Consider the consumer purchasing journey time 70% purchases completed Standard cookie window (30 days) 30% purchases not completed Source: Google/Nielsen NetView – Beyond Last Click © 2011 29/11/2011 3
  • 4. The current measurement model is very simplistic © 2011 29/11/2011 4
  • 5. The real Single View is very complex indeed © 2011 29/11/2011 5
  • 6. Is a single ‘best’ what now? So attribution model the right goal ? • Danger of diminishing returns seeking ‘perfect’ attribution models • Objective should be reducing uncertainty enabling better decision making • Actionable & repeatable insights are the real goal © 2011 29/11/2011 6
  • 7. What does best practice look like? “...given a choice, it‟s more important to be precise than accurate – reproducibility is more important (especially to management) than getting the exact number right.” Jim Novo - 2007 Chart source – Omniture blog © 2011 29/11/2011 7
  • 8. High level attribution framework Evaluation & Iteration Discovery • Hypotheses • Workshop • Performance • Objectives • Model „precision‟ • Final visualisation • Knowledge sharing • Data preparation • Accuracy • Integration Evaluation Discovery • Marketing Classification • Forecasting Testing Attribution Testing Attribution modelling • Hypothesis generation • Credit allocation • Test design • Scorecards • Success criteria • Advanced models • Test execution • Visualisation • Insight © 2011 29/11/2011 8
  • 9. TagMan data > attribution insight Customer Behavioural TagMan Context data data data (WA) ETL Quantivo Modelling Visualisation © 2011 29/11/2011 9
  • 10. Questions, comments or thoughts? Adrian Nash, Head of Insight and Analytics @logantod Adrian.nash@logantod.com © 2011 28th March 2011 29 November, 2011 Page 23 10