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High Performance Marketing
Conference 2012




                                    Using Analytics
                                      for Excellent
                             Customer Lifecycle Management

                                                Andreas West
                             Senior Vice President - Customer Value Management
                                               Celcom Malaysia


                                                                                 1
High Performance Marketing
                Conference 2012


Customer Lifecycle Management (CLM) is to drive profitability earlier in the lifecycle, increase the margin
of customers as they mature and extend the tenure of profitable customers

     Customer Lifecycle                       Join                                   Use                             Request Support                        Reconsider

                                                                                                                                                                   Terminate /
                Discover        Sign-Up              Activate          Use Service         Bill & Pay       Make Contact     Resolve Issue          Revaluate
                                                                                                                                                                     Extend



     CLM Actions to Drive Greater Lifetime Value                                                                                                     5. Extend Revenue
                                                                                                                                                      through Proactive
                                                                                      3. Intervene to Up-Sell /                                     Retention Treatments
                                                                                        Cross-Sell and Drive
                                                                                              Revenue
                                                                                                                                                                             With
                                                                                                                         4. Intervene to Minimize
                                                                                                                                                                             CLM
                                                                                                                         number of Unprofitable
                                                      2. Intervene to reduce                                                     Customers
                                                     Costs-to-Serve and Drive
                                                                                                         Downward
                                                              Margin
Profitability




                                                                                                         Migration
                                                                                                                                                            Range of
                                                                                                                                                           Customer
                   1. Make customers profitable                                                                                                           Profitability
                      faster through Targeted                                                                                                              Scenarios -
                 Acquisition and Full Service Take-                                                                                                       Without CLM
                                 Up

                                                                   6. Life-stage and profile based treatments to match customers needs and increase loyalty


                                                                                     Customer Lifetime


                                                                                                                                                                                    2
High Performance Marketing
   Conference 2012


Customer Lifecycle Management shifts the focus from “To Whom can I sell this ?” to “What is relevant to
You ?”

                                          Traditional Marketing
             “I have an offer …”                                     “…let me find the best group of people
                                                                                to tell about it.”



                                          Traditional Batch
                                             Campaign




                                             CLM Marketing
             “I have a customer …”                    “… let me find the best relevant treatment for this customer at
                                                                  the moments and channel he prefers.”



                                            Event Based
                                             Campaign
                                                                                              (…)

                                                                                                                        3
High Performance Marketing
             Conference 2012


Understand customers’ behaviour is the fundamental of Customer Lifecycle Management

                                                       Customer Segmentation
High

                                               CS05 – Loyal Old Folks
                     CS04 – East Malaysian
                                               • Mid Revenue Loss
                     Chinese Churners
                                                  per month
                     • High Revenue Loss
                                               • Age 58 to 108
                        per month
                                               • Northern, Malay
                     • Old Price Plan                                   CS01
                                               • Low SMS
                     • No Call Bar
 ARPU (RM)




                                                                                                            CS02
                  CS04                                                     CS06 – High Value 1+5
                                                       CS03                • Low Revenue Loss
                                                                              per month
                            CS05                                           • Malay                        Tenure (Months)
                                        CS06
                                                                           • LOS 3 to 29 months
                     CS07                                                  • Child Account
                                                                           • Call Barred > 3
Low
                                                                                             (Bubble Size = Segment Count)

               New joiner                                                                                          Loyalist


                                                                                                                              4
High Performance Marketing
      Conference 2012


 In addition to behaviour, customers’ needs drive the design of customer lifecycle management
                                                     The World In My Hands

                                                                       Playing           Pushing the
                                 Discipline                                              boundaries
                                                                       around


                                          Time out                                 Pleasure
                                       from the world            Bonding            Seeking



                                      Maintaining                                  Pimping
                                                             Unleashing
              Continuous                                                                                Thrill of the New
              Connection        Routines
                                                                 Rewarding               Exploring


                                     Holding on                                     Life
                                                                                 management
                                                     Being in the
                                                         loop
                                                                      Acceptance              Driving
                                  Availability      Keeping up
                                                                                              change

Source: HuNeedsTM model, mext                          System & Strategies                                                  5
High Performance Marketing
      Conference 2012


 Based on customers’ needs, five telecommunication market types are derived
                                                     The World In My Hands

                                                                       Playing           Pushing the
          Control & Bonding      Discipline                                              boundaries      Power Players
                                                                       around


                                          Time out                                 Pleasure
                                       from the world            Bonding            Seeking



                                      Maintaining                                  Pimping
                                                             Unleashing
              Continuous                                                                                Thrill of the New
              Connection        Routines
                                                                 Rewarding               Exploring        Progress
                                                                                                          Managers
              Keeping Up

                                     Holding on                                     Life
                                                                                 management
                                                     Being in the
                                                         loop
                                                                                                          Socialites
                                                                      Acceptance              Driving
                                  Availability      Keeping up
                                                                                              change

Source: HuNeedsTM model, mext                          System & Strategies                                                  6
High Performance Marketing
      Conference 2012


 A/B Testing
     What is A/B testing?
                                                                                                    Benefits:
      • Samples from 2 or more customer-group are given the same offer                              • Provides data-based insights
      • A metric defines success                                                                    • Non-differentiable by customers
      • The group exhibiting more success is selected for real-world use                            • Low risk & cheaper test approach


     Examples
      1. Putting human photos on a website increased                            2. Adding “It’s free” increased the clicks on the sign-up
         conversion rates by as much as double                                     button by -%




                                                                                3. Simply changing the color of the sign-up button
                                                                                   from green to red increased conversion rate by -%




Source: The Ultimate Guide To A/B Testing, Smashing Magazine
http://www.smashingmagazine.com/2010/06/24/the-ultimate-guide-to-a-b-testing/                                                               7
High Performance Marketing
   Conference 2012


Intelligence gained out of A/B testing campaigns was built into future campaigns to generate higher
response rates

                          March’10 Bonus Campaign – Reload & Use RM -
    Campaign Mechanics:                                   Response in the two phases was studied:
     • Reload and use RM- – Get -% bonus on next reload    • ARPU < - – The campaign has positive impact
                                                           • ARPU - - - – The campaign is not effective


                                         Take Up Rate by ARPU bands




                                       Campaign Take Up    Control Group Take Up
                                                                                                           8
High Performance Marketing
   Conference 2012


Intelligence gained out of A/B testing campaigns was built into future campaigns to generate higher
response rates
                                                    Test Campaign on Chinese Subs
                                                    • Daily, 888th customer to reload RM30 to win Ang Pow
                                                      (Jackpot) worth RM888
                                                    • Promotion around Chinese New Year
                                                    • SMS broadcast in English & Chinese

                                                                    Take Up Rate by SMS Language




                                                                     English                       Chinese
                                                                               SMS Text Language
                                                              Target Base            Take up             Take Up Rate
                                                                                                                        9
High Performance Marketing
   Conference 2012


Traditional loyalty program, given all customers via ATL, impose high financial burden to Telco operators,
with low ability to address churn

                                   Incremental Value (Losses) From Loyalty Program
                                                                                         Phone Only
                                                                                         Redemption

         (RM’000 000)




                                                                                                             10
High Performance Marketing
   Conference 2012


Predictive modeling improves the accuracy of target identification, thus reducing the wastage of
campaign funds

        The scoring model correctly identified -% of                   As a result, the scoring model reduces
          churners versus only -% without model                            campaign funds wastage by -%

            Model Effectiveness on Identifying Churn                  Model Effectiveness on Reducing Wastage
    Count




                                                          (RM ‘000)

                                                                      Wastage (With   Wastage (Without   Savings
                                                                         Model)           Model)




              Churners      With Model    Without Model


                                                                                                                   11
High Performance Marketing
   Conference 2012


Offer matrix is used to optimize customer’s investment based on both their historical lifetime value. This
allows us to invest more money in ‘good’ high-value long-tenured customers and reduce investment in
‘bad’ low-value high churn risk customers.

           Value Segments combining   E.g. Postpaid High-Risk Offer Matrix   Tenure bands
                value & behavior




                                                                                                             12
High Performance Marketing
      Conference 2012


 The mobile operators top the rank of Ad Spend in Malaysia, but…

               Rank                                  Top 10 Adspend by Brand   Feb’11 (RM’000)
                                                        (Ranked by Feb’11)
                 1                                           Celcom                              -
                 2                                            KFC                                -
                 3                                         McDonald’s                            -
                 4                                           Maxis                               -
                 5                                          Maybank                              -
                 6                                            Digi                               -
                 7                                           Canon                               -
                 8                                           Wall’s                              -
                 9                                           Sunsilk                             -
                10                                             TM                                -

Source: Nielsen Advertising Information Services (AIS)
http://www.aaaa.org.my/resources/2011resources_002.html                                              13
High Performance Marketing
      Conference 2012


 This advertising arms race have proven to be a zero sum game; market shares by revenue and profit have
 remained stagnant
                             Market Share by Revenue (RM)                                   Market Share by EBITDA (RM)
         Market Share (%)




                                                                       Market Share (%)




                            2007     2008      2009         2010                          2007     2008       2009        2010
                                                            Maxis   Celcom                 Digi
Source: Ovum                                                                                                                     14
High Performance Marketing
   Conference 2012


This is caused by the fragmentation in the media as the channels exploded in the recent years




                                                                                                15
High Performance Marketing
      Conference 2012


 This is further hampered by the market saturation and declining ARPUs

                                                      Malaysia Mobile Penetration Rate and Industry ARPU
          Mobile Penetration Rate (%)




                                                                                                                               Mobile Industry ARPU (RM)
                                        2008   2009         2010          2011          2012     2013         2014      2015
                                                No of Mobile Phone Subscribers/100 Inhabitants   Mobile Industry ARPU


Source: Business Monitor International Malaysia Telecommunications Report Q2 2010                                                                          16
High Performance Marketing
      Conference 2012


 Mobile operators tried to mitigate the impact of declining ARPUs through increased acquisitions, only to
 find falling growth rates
                                                       Growth of Prepaid/Postpaid Connections
               Connections (‘000)




                                                                                                                   Growth(%)
                                    2009        2010         2011       2012          2013      2014        2015
                                           Prepaid Connections      Postpaid Connections     Connection Growth

Source: Ovum                                                                                                                   17
High Performance Marketing
      Conference 2012


 Consumers trust their friends & relatives the most, out of all the available channels and information
 sources




Source: Nielsen Trust and Advertising Global Report July09
http://blog.nielsen.com/nielsenwire/wp-content/uploads/2009/07/trustinadvertising0709.pdf                18
High Performance Marketing
      Conference 2012


 Social network is used to drive the adoption of iPhone in a large Norwegian mobile operator




                                                                                    Figure 2. Time evolution of the iPhone adoption network


                                                              The data showed that -% of the iPhone users communicated
                                                              with at least one other iPhone user, which speaks of the social
                                                              nature of technology consumption.
             Figure 1. iPhone Q4 2007 adoption
                       network

Source: Product adoption networks and their growth in a large mobile phone network, IEEE ASONAM 2010
http://www.sundsoy.com/asonam_product_spreading.pdf                                                                                           19
High Performance Marketing
   Conference 2012


Executive Summary


    1. Use Customer-Segmentation to identify their needs
       (Customer Centric vs. Product Centric Marketing)


    2. Test, Test, Test !!!
       Do lots of A/B testing to refine your campaigns, offers, channels, language etc.



    3. Use Analytics to optimize your investment



    4. ATL vs. BTL - Traditional vs. New Market Model
       (There is need for analytical CMOs)

                                                                                          20
High Performance Marketing
   Conference 2012


What does it look like in the future




                                       21
High Performance Marketing
Conference 2012




                             Q&A




                                   22
High Performance Marketing
 Conference 2012




Andreas West
SVP Customer Management
Celcom Axiata Berhad
Email: andreas.west@celcom.com.my
Twitter: A4XRBJ1
                              23

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HPMC12: Celcom Using analytics for excellent customer lifecycle management

  • 1. High Performance Marketing Conference 2012 Using Analytics for Excellent Customer Lifecycle Management Andreas West Senior Vice President - Customer Value Management Celcom Malaysia 1
  • 2. High Performance Marketing Conference 2012 Customer Lifecycle Management (CLM) is to drive profitability earlier in the lifecycle, increase the margin of customers as they mature and extend the tenure of profitable customers Customer Lifecycle Join Use Request Support Reconsider Terminate / Discover Sign-Up Activate Use Service Bill & Pay Make Contact Resolve Issue Revaluate Extend CLM Actions to Drive Greater Lifetime Value 5. Extend Revenue through Proactive 3. Intervene to Up-Sell / Retention Treatments Cross-Sell and Drive Revenue With 4. Intervene to Minimize CLM number of Unprofitable 2. Intervene to reduce Customers Costs-to-Serve and Drive Downward Margin Profitability Migration Range of Customer 1. Make customers profitable Profitability faster through Targeted Scenarios - Acquisition and Full Service Take- Without CLM Up 6. Life-stage and profile based treatments to match customers needs and increase loyalty Customer Lifetime 2
  • 3. High Performance Marketing Conference 2012 Customer Lifecycle Management shifts the focus from “To Whom can I sell this ?” to “What is relevant to You ?” Traditional Marketing “I have an offer …” “…let me find the best group of people to tell about it.” Traditional Batch Campaign CLM Marketing “I have a customer …” “… let me find the best relevant treatment for this customer at the moments and channel he prefers.” Event Based Campaign (…) 3
  • 4. High Performance Marketing Conference 2012 Understand customers’ behaviour is the fundamental of Customer Lifecycle Management Customer Segmentation High CS05 – Loyal Old Folks CS04 – East Malaysian • Mid Revenue Loss Chinese Churners per month • High Revenue Loss • Age 58 to 108 per month • Northern, Malay • Old Price Plan CS01 • Low SMS • No Call Bar ARPU (RM) CS02 CS04 CS06 – High Value 1+5 CS03 • Low Revenue Loss per month CS05 • Malay Tenure (Months) CS06 • LOS 3 to 29 months CS07 • Child Account • Call Barred > 3 Low (Bubble Size = Segment Count) New joiner Loyalist 4
  • 5. High Performance Marketing Conference 2012 In addition to behaviour, customers’ needs drive the design of customer lifecycle management The World In My Hands Playing Pushing the Discipline boundaries around Time out Pleasure from the world Bonding Seeking Maintaining Pimping Unleashing Continuous Thrill of the New Connection Routines Rewarding Exploring Holding on Life management Being in the loop Acceptance Driving Availability Keeping up change Source: HuNeedsTM model, mext System & Strategies 5
  • 6. High Performance Marketing Conference 2012 Based on customers’ needs, five telecommunication market types are derived The World In My Hands Playing Pushing the Control & Bonding Discipline boundaries Power Players around Time out Pleasure from the world Bonding Seeking Maintaining Pimping Unleashing Continuous Thrill of the New Connection Routines Rewarding Exploring Progress Managers Keeping Up Holding on Life management Being in the loop Socialites Acceptance Driving Availability Keeping up change Source: HuNeedsTM model, mext System & Strategies 6
  • 7. High Performance Marketing Conference 2012 A/B Testing What is A/B testing? Benefits: • Samples from 2 or more customer-group are given the same offer • Provides data-based insights • A metric defines success • Non-differentiable by customers • The group exhibiting more success is selected for real-world use • Low risk & cheaper test approach Examples 1. Putting human photos on a website increased 2. Adding “It’s free” increased the clicks on the sign-up conversion rates by as much as double button by -% 3. Simply changing the color of the sign-up button from green to red increased conversion rate by -% Source: The Ultimate Guide To A/B Testing, Smashing Magazine http://www.smashingmagazine.com/2010/06/24/the-ultimate-guide-to-a-b-testing/ 7
  • 8. High Performance Marketing Conference 2012 Intelligence gained out of A/B testing campaigns was built into future campaigns to generate higher response rates March’10 Bonus Campaign – Reload & Use RM - Campaign Mechanics: Response in the two phases was studied: • Reload and use RM- – Get -% bonus on next reload • ARPU < - – The campaign has positive impact • ARPU - - - – The campaign is not effective Take Up Rate by ARPU bands Campaign Take Up Control Group Take Up 8
  • 9. High Performance Marketing Conference 2012 Intelligence gained out of A/B testing campaigns was built into future campaigns to generate higher response rates Test Campaign on Chinese Subs • Daily, 888th customer to reload RM30 to win Ang Pow (Jackpot) worth RM888 • Promotion around Chinese New Year • SMS broadcast in English & Chinese Take Up Rate by SMS Language English Chinese SMS Text Language Target Base Take up Take Up Rate 9
  • 10. High Performance Marketing Conference 2012 Traditional loyalty program, given all customers via ATL, impose high financial burden to Telco operators, with low ability to address churn Incremental Value (Losses) From Loyalty Program Phone Only Redemption (RM’000 000) 10
  • 11. High Performance Marketing Conference 2012 Predictive modeling improves the accuracy of target identification, thus reducing the wastage of campaign funds The scoring model correctly identified -% of As a result, the scoring model reduces churners versus only -% without model campaign funds wastage by -% Model Effectiveness on Identifying Churn Model Effectiveness on Reducing Wastage Count (RM ‘000) Wastage (With Wastage (Without Savings Model) Model) Churners With Model Without Model 11
  • 12. High Performance Marketing Conference 2012 Offer matrix is used to optimize customer’s investment based on both their historical lifetime value. This allows us to invest more money in ‘good’ high-value long-tenured customers and reduce investment in ‘bad’ low-value high churn risk customers. Value Segments combining E.g. Postpaid High-Risk Offer Matrix Tenure bands value & behavior 12
  • 13. High Performance Marketing Conference 2012 The mobile operators top the rank of Ad Spend in Malaysia, but… Rank Top 10 Adspend by Brand Feb’11 (RM’000) (Ranked by Feb’11) 1 Celcom - 2 KFC - 3 McDonald’s - 4 Maxis - 5 Maybank - 6 Digi - 7 Canon - 8 Wall’s - 9 Sunsilk - 10 TM - Source: Nielsen Advertising Information Services (AIS) http://www.aaaa.org.my/resources/2011resources_002.html 13
  • 14. High Performance Marketing Conference 2012 This advertising arms race have proven to be a zero sum game; market shares by revenue and profit have remained stagnant Market Share by Revenue (RM) Market Share by EBITDA (RM) Market Share (%) Market Share (%) 2007 2008 2009 2010 2007 2008 2009 2010 Maxis Celcom Digi Source: Ovum 14
  • 15. High Performance Marketing Conference 2012 This is caused by the fragmentation in the media as the channels exploded in the recent years 15
  • 16. High Performance Marketing Conference 2012 This is further hampered by the market saturation and declining ARPUs Malaysia Mobile Penetration Rate and Industry ARPU Mobile Penetration Rate (%) Mobile Industry ARPU (RM) 2008 2009 2010 2011 2012 2013 2014 2015 No of Mobile Phone Subscribers/100 Inhabitants Mobile Industry ARPU Source: Business Monitor International Malaysia Telecommunications Report Q2 2010 16
  • 17. High Performance Marketing Conference 2012 Mobile operators tried to mitigate the impact of declining ARPUs through increased acquisitions, only to find falling growth rates Growth of Prepaid/Postpaid Connections Connections (‘000) Growth(%) 2009 2010 2011 2012 2013 2014 2015 Prepaid Connections Postpaid Connections Connection Growth Source: Ovum 17
  • 18. High Performance Marketing Conference 2012 Consumers trust their friends & relatives the most, out of all the available channels and information sources Source: Nielsen Trust and Advertising Global Report July09 http://blog.nielsen.com/nielsenwire/wp-content/uploads/2009/07/trustinadvertising0709.pdf 18
  • 19. High Performance Marketing Conference 2012 Social network is used to drive the adoption of iPhone in a large Norwegian mobile operator Figure 2. Time evolution of the iPhone adoption network The data showed that -% of the iPhone users communicated with at least one other iPhone user, which speaks of the social nature of technology consumption. Figure 1. iPhone Q4 2007 adoption network Source: Product adoption networks and their growth in a large mobile phone network, IEEE ASONAM 2010 http://www.sundsoy.com/asonam_product_spreading.pdf 19
  • 20. High Performance Marketing Conference 2012 Executive Summary 1. Use Customer-Segmentation to identify their needs (Customer Centric vs. Product Centric Marketing) 2. Test, Test, Test !!! Do lots of A/B testing to refine your campaigns, offers, channels, language etc. 3. Use Analytics to optimize your investment 4. ATL vs. BTL - Traditional vs. New Market Model (There is need for analytical CMOs) 20
  • 21. High Performance Marketing Conference 2012 What does it look like in the future 21
  • 23. High Performance Marketing Conference 2012 Andreas West SVP Customer Management Celcom Axiata Berhad Email: andreas.west@celcom.com.my Twitter: A4XRBJ1 23