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CLM Activities
              Measuring the Real Impact




Luna Kawash
Objectives

• Market Evolution
•Customer Life Cycle; traditional Vs. CLM
• Measuring CLM the impact
Objectives

• Market Evolution
•Customer Life Cycle; traditional Vs. CLM
• Measuring CLM “the impact”
Market Evolution


                              Introduction            Early Growth               Growth                   Maturity
             Penetration




 Market
Evolution                                                                                     60-80%
                                                                      15- 20%
                                             5-10%


                           • Basic voice       • Basic voice              • More advanced P&S     • More segmented
                           services            services/ more             & segmented             products
                                               offerings                  products
                           • Very high                                                            • Mobile phone users
 Market                    value                                          • Medium to low value   across all value
                                               • High value
highlights                 subscribers                                    subscribers join        segments
                                               subscribers
                           • 1-2 players       • 1-2 players in the       • Competition           • Competition at
                           in the market       market                     increases               highest
Customer Activity Analysis – Maturity Phase


                 Introduction          Early Growth            Growth                    Maturity


             • Basic voice      • Basic voice          • More advanced P&S     • More segmented
             services           services/ more         & segmented             products
                                offerings              products
             • Very high                                                       • Mobile phone users
 Market      value                                     • Medium to low value   across all value
                                • High value
highlights   subscribers                               subscribers join        segments
                                subscribers
             • 1-2 players      • 1-2 players in the   • Competition           • Competition at
             in the market      market                 increases               highest



             • Micro-segments are approached with customized offerings to meet their
             needs (BTLS and CLMs)
Customer     • Benefiting form advanced analytics to extract value & enhance usage
 activity
 analysis    • Micro-segments are defined and analyzed
             • Advanced BI tools / professional analytical skills required from business
             users
Objectives

• Market Evolution
•Customer Life Cycle; traditional Vs. CLM
• Measuring CLM the impact
Traditional Customer Lifecycle


          Entry        Revenue Generation     Drop / Churn
                                                                 Entry:
                                                                 • Customer acquisition,
                                                                 through channels and own
                                                                 shops (push and pull, land
Revenue




                                                                 grab)

                                                                 • Minimum emphasis on
                                                                 collecting customer profiles
                                                                 and data (customer is only
                                                                 a number)

                    Tenure (months)                              • Acquire then filter and
                                                                 retain approach
                          Activity Cost                      L
                                                                 • Dealership compensation
                  Success Rate on Retention                  H   on line sales rather than
                                                                 value
Traditional Customer Lifecycle


          Entry        Revenue Generation     Drop / Churn
                                                                 Revenue Generation:
                                                                 • Revenue generation
                                                                 through using services
Revenue




                                                                 • Customer interacts with
                                                                 different contact points ;
                                                                 contact centre, recharge
                                                                 platform, network, dropped
                                                                 calls, billing ..... (over all
                                                                 customer experience of the
                                                                 operator)
                    Tenure (months)                              • Lack of Customer BI

                          Activity Cost                      H   Retention:
                                                                 • Loyalty programs are
                  Success Rate on Retention                  L   introduced at this stage
                                                                 • However, retaining
                                                                 customers who had a bad
                                                                 experience is expensive
                                                                 especially those with longer
                                                                 tenure
                                                                 •One Size fits all approach
Traditional Customer Lifecycle


          Entry        Revenue Generation     Drop / Churn
                                                                 Drop/Churn
                                                                 • A sudden change in
                                                                 customer behaviour is
                                                                 normally a dissatisfaction
Revenue




                                                                 sign, or a bad experience
                                                                 at one of the channels

                                                                 • Customer with higher
                                                                 tenure tend to drop or churn
                                                                 if they were not appreciated

                    Tenure (months)
                                                                 Retention:
                          Activity Cost                      H   • Timely detecting drop
                                                                 behavioural changes is a
                  Success Rate on Retention                  L   challenge
                                                                 • The retention offer is
                                                                 rather expensive especially
                                                                 if associated with bad
                                                                 experience.
Customer Lifecycle Management

                    Entry                  Revenue Generation                Drop /
                                                                                          Entry:
                                                                             Churn
                                                                                          -Through acquisition
                                                                                          channel
                                                                                          - Customer data and profile
                                                                                          collected at minimal cost,
Revenue




                                                                                          alternative landline and
                                                                                          physical address can be
                                                                                          acquired for future win
                                                                                          backs.
                                                                                          - Line value incentives
                                                                                          - Data profile incentives at
                                                                                          dealership


                                    Tenure (months)
                                                                                      L
                                          Activity Cost
                                                                                      H
                                 Success Rate on Retention

          Retention effectiveness:
          -Retention efforts are least expensive and most effective a this stage in
          the CLT
Customer Lifecycle Management

                    Entry                  Revenue Generation               Drop /
                                                                                         Revenue Generation:
                                                                            Churn
                                                                                         - Creating an exit barrier
                                                                                         through customized offers
                                                                                         and engaging customers
                                                                                         with interactive activities,
Revenue




                                                                                         - Standard treatment across
                                                                                         all channels, priority on call
                                                                                         centre, in shops
                                                                                         - Customised loyalty
                                                                                         program, in addition to
                                                                                         encouraging customers to
                                                                                         use different services
                                                                                         - Prolong the life of the
                                                                                         customer through a
                                    Tenure (months)                                      consistent experience
                                                                                     L   across all channels
                                          Activity Cost                                  - Enhance the value of
                                                                                     H   inelastic price points
                                 Success Rate on Retention                               - Depend on automated
                                                                                         scoring models that detect
          Retention effectiveness:                                                       value opportunities in micro
          -Retention efforts are less expensive and more effective a this stage in       segments
          the CLT                                                                        -One size does not fit all
Customer Lifecycle Management

                    Entry                  Revenue Generation                Drop /
                                                                                          Drop:
                                                                             Churn
                                                                                          - Automated Scoring
                                                                                          models for droppers (24hrs
                                                                                          detection)
                                                                                          - Droppers alerts across all
Revenue




                                                                                          contact channels
                                                                                          - In non traditional approach
                                                                                          customers reaching this
                                                                                          stage should be significantly
                                                                                          lower than traditional
                                                                                          approach



                                    Tenure (months)
                                                                                      L
                                          Activity Cost
                                                                                      H
                                 Success Rate on Retention

          Retention effectiveness:
          -Retention efforts are most expensive and least effective a this stage in
          the CLT
CLM – Non traditional


                                     Objectives:
            Analysis                -Prolong the
                                   lifetime of the
                                      customer
                                   - Increase the
                                       share of
                                  customer wallet
 Campaign              Planning       Measuring
                                      success?
Objectives

• Market Evolution
•Customer Life Cycle; traditional Vs. CLM
• Measuring CLM the impact
CLM – Non traditional



                        Mainly ATL




      ATL and
   Segmented BTL
CLM – Non traditional – measuring impact



                             •The Green area is the
                             increase in revenues and in
                             life time due to adopting CLM

                             •Calculating the green area by
                             adopting the universal Control
                             Group Methodology
Universal CG

• Universe
    • Total Customer Base – Customers are exposed to all ATL and BTL
    activities
• Universal Control Group:
    • Random Sample of the base reflecting a mirror image of the customer
    attributes, in addition to a monthly percentage of the new acquired
    customers.
    • Customers in UCG are not exposed to any BTL.


• CLM impact:
    • A quarterly assessment of the impact of the overall BTL activities
    performance is measured by calculating total base LTV vs. UCG LTV, the
    increase in LTV in the overall BTL /CLM impact.
Thank You

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CLM Measuring the Real Impact

  • 1. CLM Activities Measuring the Real Impact Luna Kawash
  • 2. Objectives • Market Evolution •Customer Life Cycle; traditional Vs. CLM • Measuring CLM the impact
  • 3. Objectives • Market Evolution •Customer Life Cycle; traditional Vs. CLM • Measuring CLM “the impact”
  • 4. Market Evolution Introduction Early Growth Growth Maturity Penetration Market Evolution 60-80% 15- 20% 5-10% • Basic voice • Basic voice • More advanced P&S • More segmented services services/ more & segmented products offerings products • Very high • Mobile phone users Market value • Medium to low value across all value • High value highlights subscribers subscribers join segments subscribers • 1-2 players • 1-2 players in the • Competition • Competition at in the market market increases highest
  • 5. Customer Activity Analysis – Maturity Phase Introduction Early Growth Growth Maturity • Basic voice • Basic voice • More advanced P&S • More segmented services services/ more & segmented products offerings products • Very high • Mobile phone users Market value • Medium to low value across all value • High value highlights subscribers subscribers join segments subscribers • 1-2 players • 1-2 players in the • Competition • Competition at in the market market increases highest • Micro-segments are approached with customized offerings to meet their needs (BTLS and CLMs) Customer • Benefiting form advanced analytics to extract value & enhance usage activity analysis • Micro-segments are defined and analyzed • Advanced BI tools / professional analytical skills required from business users
  • 6. Objectives • Market Evolution •Customer Life Cycle; traditional Vs. CLM • Measuring CLM the impact
  • 7. Traditional Customer Lifecycle Entry Revenue Generation Drop / Churn Entry: • Customer acquisition, through channels and own shops (push and pull, land Revenue grab) • Minimum emphasis on collecting customer profiles and data (customer is only a number) Tenure (months) • Acquire then filter and retain approach Activity Cost L • Dealership compensation Success Rate on Retention H on line sales rather than value
  • 8. Traditional Customer Lifecycle Entry Revenue Generation Drop / Churn Revenue Generation: • Revenue generation through using services Revenue • Customer interacts with different contact points ; contact centre, recharge platform, network, dropped calls, billing ..... (over all customer experience of the operator) Tenure (months) • Lack of Customer BI Activity Cost H Retention: • Loyalty programs are Success Rate on Retention L introduced at this stage • However, retaining customers who had a bad experience is expensive especially those with longer tenure •One Size fits all approach
  • 9. Traditional Customer Lifecycle Entry Revenue Generation Drop / Churn Drop/Churn • A sudden change in customer behaviour is normally a dissatisfaction Revenue sign, or a bad experience at one of the channels • Customer with higher tenure tend to drop or churn if they were not appreciated Tenure (months) Retention: Activity Cost H • Timely detecting drop behavioural changes is a Success Rate on Retention L challenge • The retention offer is rather expensive especially if associated with bad experience.
  • 10. Customer Lifecycle Management Entry Revenue Generation Drop / Entry: Churn -Through acquisition channel - Customer data and profile collected at minimal cost, Revenue alternative landline and physical address can be acquired for future win backs. - Line value incentives - Data profile incentives at dealership Tenure (months) L Activity Cost H Success Rate on Retention Retention effectiveness: -Retention efforts are least expensive and most effective a this stage in the CLT
  • 11. Customer Lifecycle Management Entry Revenue Generation Drop / Revenue Generation: Churn - Creating an exit barrier through customized offers and engaging customers with interactive activities, Revenue - Standard treatment across all channels, priority on call centre, in shops - Customised loyalty program, in addition to encouraging customers to use different services - Prolong the life of the customer through a Tenure (months) consistent experience L across all channels Activity Cost - Enhance the value of H inelastic price points Success Rate on Retention - Depend on automated scoring models that detect Retention effectiveness: value opportunities in micro -Retention efforts are less expensive and more effective a this stage in segments the CLT -One size does not fit all
  • 12. Customer Lifecycle Management Entry Revenue Generation Drop / Drop: Churn - Automated Scoring models for droppers (24hrs detection) - Droppers alerts across all Revenue contact channels - In non traditional approach customers reaching this stage should be significantly lower than traditional approach Tenure (months) L Activity Cost H Success Rate on Retention Retention effectiveness: -Retention efforts are most expensive and least effective a this stage in the CLT
  • 13. CLM – Non traditional Objectives: Analysis -Prolong the lifetime of the customer - Increase the share of customer wallet Campaign Planning Measuring success?
  • 14. Objectives • Market Evolution •Customer Life Cycle; traditional Vs. CLM • Measuring CLM the impact
  • 15. CLM – Non traditional Mainly ATL ATL and Segmented BTL
  • 16. CLM – Non traditional – measuring impact •The Green area is the increase in revenues and in life time due to adopting CLM •Calculating the green area by adopting the universal Control Group Methodology
  • 17. Universal CG • Universe • Total Customer Base – Customers are exposed to all ATL and BTL activities • Universal Control Group: • Random Sample of the base reflecting a mirror image of the customer attributes, in addition to a monthly percentage of the new acquired customers. • Customers in UCG are not exposed to any BTL. • CLM impact: • A quarterly assessment of the impact of the overall BTL activities performance is measured by calculating total base LTV vs. UCG LTV, the increase in LTV in the overall BTL /CLM impact.