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Customer Experience Management &
Analytics for Mobile Services

For Insight and Understanding




                                   Tuesday, 13 March 2012
                                                       1
Rapid growth with limited visibility

 Explosive growth                  Fragmentation               Lack of Visibility




The need for mobile           The burden of                  Focus on monitoring
media measurement and         fragmentation in mobile        number of transactions
analysis heavily              industry is just getting       without understanding
increased as mobile           more challenging and           about end-to-end
services globally enjoy       impacting the behavior.        experience, customer
record breaking figures                                      behaviour, trends,
                              •   6800+ handset models
in usage.                                                    opinions or segments.
                              •   20+ operating systems
                              •   680+ mobile networks
                              •   20+ mobile browsers…
     Within the next five years more users will connect to the Internet through
              mobile devices than desktop PCs. Morgan Stanley, April 2010.


                          Experience, Interaction and Engagement .
                                                                                      2
CEM4Mobile for Mobile Operators
    Introduction

•     CEM4Mobile for Mobile Operators is a mobile
      Customer Experience Management (CEM)
      solution particularly designed for Mobile
      Operators need to understand end-users
      wireless device usage, optimise their customer
      dialogue and maximise the number of
      satisfied, loyal customers and brand advocates.

•     The measurement focus is on interaction,
      experience and engagement, which directly
      impacts subscriber retention, profitability and
      lifetime value.

•     The analysis extends to usage patterns, service
      ranking, market trends and particularly how
      different device, contract, content and user
      demographic combinations impact the
      behaviour.


                              Experience, Interaction and Engagement .
CEM4Mobile for Mobile Operators
Business drivers


Consumers no longer buy just mobile phones, they acquire a
combination of device, services, voice and data plans. It’s the
connected services that make people active, loyal and brand
advocates. CEM4Mobile facilitates in:

•   Implementing device and service bundles based on customer
    segment specific attributes and behavior

•   Becoming an information and entertainment broker with end-to-
    end Quality of Experience assurance across all device and service
    combinations

•   Continuously seeking critical insight and understanding of
    customers' wireless experience and behavior




                           Experience, Interaction and Engagement .
CEM4Mobile for Mobile Operators
Business drivers


Strong need to shift business focus from being network-centric
to consumer service-centric. CEM4Mobile facilitates in:

•   Increasing subscriber retention and creating new revenue streams by
    exploiting subscriber information and offering personalized services
    based on end-users profile and behavior

•   Monitoring digital services beyond the access layer, implementing
    end-to-end network service controls, using subscriber demographic
    and behavior data across all screens and devices

•   Making Customer Experience Management the center of your
    strategy in order to drive your business based on customer-centric
    KPIs

•   Exploiting network assets for providing premium end-to-end
    experience and service quality



                          Experience, Interaction and Engagement .
CEM4Mobile for Mobile Operators
Business drivers


Increasing competition in saturated markets with plenty
of options diminishes customer loyalty and profitability.
CEM4Mobile facilitates in:

•   Increasing customer loyalty, retention and lifetime value by
    keeping customers satisfied and engaged with compelling
    digital services

•   Pushing multi-screen strategies to span the whole consumer
    content experience to boost data traffic revenues together
    with customer value and satisfaction

•   Converting visiting service users into network subscribers




                          Experience, Interaction and Engagement .
CEM4Mobile for Mobile Operators
Business drivers


The advent of “operator agnostic” application stores and
over-the-top (OTT) players have made it increasingly difficult
to analyze subscriber buying and usage habits. CEM4Mobile
facilitates in:

•   Enforcing mobile data service intelligence for understanding data
    usage patterns across all services and devices in the network

•   Using the same for creating insight and understanding on device,
    digital service and demographic combinations that make
    subscribes active, loyal and brand advocates

•   Optimizing marketing initiatives based on behavior insight for
    increased competitiveness and subscriber retention




                          Experience, Interaction and Engagement .
CEM4Mobile for Mobile Operators
    Business drivers


Mobile ecosystems are driving customer loyalty more
towards to handset manufacturers and Internet brands
than their mobile operator. CEM4Mobile facilitates in:

•     Increasing loyalty by producing and aggregating compelling,
      relevant and well targeted services with assured network and
      service quality

•     Increasing satisfaction by utilizing service and device portfolio
      intelligence for distributing services that are easy to find, buy
      and use

•     Increasing advocacy by listening to your customers and
      measuring perceived quality using Voice-of-Customer (VoC)
      channels




                               Experience, Interaction and Engagement .
Mobile users in the centre of the analysis

                                                        Opinions &
                                                         Values




                                    Capabilities

     Environment

                                                 Behaviour
                                                              Welcome
                                                               back!




                   Experience, Interaction and Engagement .          Tuesday, 13 March 2012
                                                                                         9
The CEM4Mobile Solution

                                                                       VoC Surveys
                                 Wi-Fi


                                         Mobile Networks




Mobile
             Site-centric data           Network-centric             Device-centric data        Voice-of-
Analytics
                 collection               data collection                 collection            Customer


                           Measurement                                       Customer & Market Insight

            CEM4Mobile Analytics    CEM4Mobile Ranking               CEM4Mobile Surveys    CEM4Mobile Metrics



                     Interaction                        Experience                         Engagement


                                          Active, Loyal and Advocate Customers
                                                                                                                   Customer
                                                                                                                  Experience
                                                            Profit
                                                                                                                 Management



                                    Experience, Interaction and Engagement .                                    Tuesday, 13 March 2012

                                                                                                                                  10
Customer Experience Management for Mobile
Services
                                     Active                              Loyal                           Advocate

                                                    Experience                         Engagement




  Inactive or Casual
                                                 Behaviour Analysis                  VoC Interactions
 Wireless Customers
                            Environment
                              Analysis
                                                          Interaction, Experience and Engagement Measurement



                                                                      Segmentation & Cross Analysis

                             Capability
     Interactions
                              Analysis                                                     Transaction & Messaging
                                                         Open Export Interface
                                                                                                  Interfaces


  Digital Services
                           Impact         Relationship       Customer
                                                                            Critical Lag    Data Feeds      Messaging
                          Analysis          Analysis          Assets
Outbound Marketing
     Channels


             External CRM, BI/CI Analytics, Mobile Marketing, Policy Control… systems


                               Experience, Interaction and Engagement .                                    Tuesday, 13 March 2012

                                                                                                                             11
CEM4Mobile for Mobile Operators
    General overview
                                                                     Operator’s /
                                                                     partners
3rd Party                                                            Mobile Services
Mobile Services
                                               Mobile
                                                                                   Mobile
                                              Operator                             Surveys
                                              Network
      Integration by importing data
      from operator’s network
      (Transaction API)
      -Demographic data
      -User location
      -Post paid, pre-paid status
      -Flow-through, internet service
        events
                                                                                       Integration of
                                                                                       Voice-of-
                                                                                       Customer
                                                                     Integration       data
                                                                     by server
                                                                     side or
                                                                     application
                                                                     tracking



                                        Experience, Interaction and Engagement .
CEM4Mobile for Mobile Operators
The solution


CEM4Mobile seeks to provide the complete picture, which provides insight into
mobile user’s behavior, handset capabilities, environment, values and opinions as
well as market trends.

Capability Profiler provides an insight into the opportunities and challenges that the
users devices are creating by detecting and cross-analyzing the users devices and
highlighting segment specific similarities and restrictions

Behavior Profiler reveals mobile customers usage patterns within a service; how and when
they use the service and whether they are coming back. This makes it possible to analyze
segment specific loyalty and churn, service behavior and amount of data used.

Environment Profiler presents information about the end-users network performance,
location, access point, previous URLs visited and language preferences.

Opinions Profiler enables collection of direct feedback from end-users. The opinions module
enables a fast and reliable channel for measuring perceived experience and for
understanding end users subjective opinions and values. This information can also be cross-
analyzed against collected behavior and traffic information.




                               Experience, Interaction and Engagement .
CEM4Mobile for Mobile Operators
    Network monitoring (DPI)


•     In network centric tracking, CEM4Mobile analyzes Internet
      services accessed from end-user devices through the cellular
      network. Typically the following services are captured into
      CEM4Mobile Analytics:

       1. Browsing services: web/mobile sites, search engines,
          social networks
       2. Mobile application stores: Apple store, Android Market,
          Nokia, Samsung Apps, Windows marketplace
       3. Email, Webmail
       4. Instant Messaging
       5. Audio/Video streaming
       6. Live games

•     Actual network traffic capturing covers IP protocols related to
      these services, for example GTP, HTTP(S), WSP, TCP, UDP, etc.
•     By default, the system automatically detects the major global
      services such as Google services, Youtube, Facebook, Twitter,
      LinkedIn, Skype, eBay, etc.

                               Experience, Interaction and Engagement .
4. CEM4Mobile INSIGHT – Opinions

• The service is based on the CEM4Mobile’s Survey
  product
• Survey enables an innovative way to collect
  valuable feedback from the end-users through
  mobile channels and establish a dialog with the
  current or potential customers.
• The results of the surveys can be viewed as
  individual reports and studied separately or, the
  results can be cross-analysed against user
  behaviour, environment and handset capabilities.
• The surveys can focus on a recruited panel,
  samples from the current customer base or on a
  selected focus group. The survey is presented
  through mobile optimized browsing pages.
• Questions can include single select, multi select,
  as well as free-text questions in several
  languages.
• Surveys present a unique way to measure
  perceived service quality and cross reference
  results with network quality information.


                                  Experience, Interaction and Engagement .   Tuesday, 13 March 2012
                                                                                                15
CEM4Mobile; user specific dashboards
executive reporting




                      Experience, Interaction and Engagement .
Profiling Users

                                                                                        % of total               Average Visits
Question   Answer         Pageviews     Visits          PV/ Visit          Unique Users unique users Bounce Rate Length [s]

Age        Less than 18          1540             741               2,08             30          7%          54,39       244,48

Age        18-24                 1770             946               1,87             18          4%          64,69       244,21

Age        25-34                 3905            1996               1,96             54         13 %         58,12       219,83

Age        35-44                 9675            3907               2,48             94         23 %         40,44       294,27

Age        44-54                12101            4293               2,82            110         27 %         24,88       320,68

Age        55-64                 4583            1652               2,77             80         20 %         36,26       298,94

Age        65-                   2863             765               3,74             16          4%          15,29       374,34


Users with less than 34 years             The biggest age group in                        Most of the users are older
have least pageviews per visit            this service is 44 -54 years                    than 35 years (74%), they
and are more likely to bounce                                                             spend more time on the
from the service                                                                          service and browse thru more
                                                                                          pages than the younger users
                                                                                           Option for targeted
                                                                                          marketing?

                                      Experience, Interaction and Engagement .
Identifying service compatibility among handsets

Handset                                                                                                                  Average Visits
Manufacturer Handset Model User Status   Pageviews      Visits            PV/Visit          Unique Users Bounce Rate     Length [s]
Apple        iPhone        New                 276453            180759              1,53         180252         84,47            34,50
Apple        iPhone        Returned            871592            256757              3,39          24314         37,02           192,06
Apple        iPhone        Loyal               256069             80708              3,17           2081         38,64           199,57
Apple        iPhone        Dormant              18177              5908              3,08           5176         44,84           131,53
Apple        iPhone        Churned               9913              3347              2,96           3261         46,64           120,44
Nokia        E71           New                  75928             30714              2,47          29710         55,21           115,34
Nokia        E71           Returned            568880            185718              3,06          14554         39,03           196,74
Nokia        E71           Loyal               177138             62650              2,83           1760         41,50           195,22
Nokia        E71           Dormant               9713              3434              2,83           2965         42,92           139,37
Nokia        E71           Churned               5003              1787              2,80           1734         41,41           148,50

    iPhone users are very                In case iPhone users are satisfied                        New Nokia E71 users are
    critical, they will not              with the service, they will use it                        more likely to convert
    return to the service if             heavily in terms of pageviews                             into returned and loyal
    the first impression is              and visit length and are not likely                       users compared to
    not good                             to bounce from the service                                iPhone users
Finding most cost effective marketing channels

                                                                                                              Average Visits
Domain Name         User Activity Pageviews    Visits            PV/ Visit        Unique Users Bounce Rate    Length [s]
Direct traffic      First-timer         420818          200525               2,10         200519        57,94            97,44
Direct traffic      Daily user          836436          393728               2,12          50940        43,08            97,14
Direct traffic      Weekly user         315945          153896               2,05          46052        41,70            68,80
Direct traffic      Monthly user         35286           16129               2,19         14495          41,87          83,79
mobile.nokia.mobi   First-timer          66851           26137               2,56         26137          44,43         125,10
mobile.nokia.mobi   Daily user           11898            4391               2,71          1347          32,79         159,28
mobile.nokia.mobi   Weekly user           6284            2443               2,57          1127          31,40         113,24
mobile.nokia.mobi   Monthly user           939             394               2,38           378          37,82         113,81
www.google.com      First-timer           9675            3566               2,71          3566          41,19         131,37
www.google.com      Daily user            2718            1060               2,56           350          21,42         106,61
www.google.com      Weekly user           1284             519               2,47           308          27,75          93,63
www.google.com      Monthly user           306             107               2,86           103          20,56         114,50

Users coming directly to the mobile               The conversion from first-timer to daily users differ
service are most likely to become                 greatly between different referrers (Direct traffic 25%,
active users. They know what they                 www.google.com 10%, mobile.nokia.mobi 5%. The
are looking for, thus creating                    marketing channel is more effective if it creates
shorter visits and less pageviews per             active users
visit
How special events affect mobile services (1/2)


                            Iceland                        First of May
                            Volcano                                                    Soccer World Cup
                                                        Summer season
                          iPhone Campaign
                                                        begins
                          begins




The iPhone campaign              The first of May had   The summer season decreased        The Soccer World Cup created
created lot of new users         a great negative       significantly the pageviews,       high peaks during weekends
and visits to the service, but   impact on daily        but only slightly the visits and   in pageviews, slight increase in
the pageviews were not           pageviews              unique users                       visits and unique users
increased
How special events affect mobile services 2/2

                   Iceland                     First of May
                   Volcano
                        iPhone Campaign                          Soccer World Cup
                        begins               Summer season
                                             begins




The iPhone campaign            The iPhone campaign has created a slight        The Soccer World
suffered greatly on the        increase in the returned users, but             Cup has created
First of May celebrations,     compared to the high number of new users        peaks of new users
causing clear decrease on      during the campaign, the results are poor       during the weekends
new users
Service monitoring (2012)
QoE based alerts and alams

Basic functionality:
   Ability to provide QoE alerts and alarms quickly (real time analytics)
   Scalable solution
   High Availability
   Integrated seamlessly into the Analysis/Reporting solution


Solution Principle:
   Monitoring and alarm functionality is built in line with existing analysis and
    reporting functionality
   Utilizing existing scalability and HA configurations
   Dual data “pipelines” for providing improved pass-through times
   Monitoring and alarm data assigned a priority track for faster pass-through
   Parallel monitoring database for troubleshooting
   DB layout and operation optimized for real-time updates
   DB contains only very short time (< 1day) history
   DB also contains ongoing sessions for up-to-date view of situation
Service monitoring (2012)
Alerts and trouble shooting

Alert Message Identifies:
   Trouble Symptoms
   Identified trouble location
   Trouble start time / end time
   Reference to identified related network elements etc.
   Content format depends on alert method (SMS, Email, SNMP)


Additional Information about the Trouble
   The alert information is saved to the monitoring database
   Ad-hoc queries with easy to use drag-and-drop tool
   Viewing alert information and history through normal reporting UI
   Observing traffic, behavior and service data related to the trouble through normal
    reporting UI functions

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CEM4Mobile for Mobile Network Operators

  • 1. Customer Experience Management & Analytics for Mobile Services For Insight and Understanding Tuesday, 13 March 2012 1
  • 2. Rapid growth with limited visibility Explosive growth Fragmentation Lack of Visibility The need for mobile The burden of Focus on monitoring media measurement and fragmentation in mobile number of transactions analysis heavily industry is just getting without understanding increased as mobile more challenging and about end-to-end services globally enjoy impacting the behavior. experience, customer record breaking figures behaviour, trends, • 6800+ handset models in usage. opinions or segments. • 20+ operating systems • 680+ mobile networks • 20+ mobile browsers… Within the next five years more users will connect to the Internet through mobile devices than desktop PCs. Morgan Stanley, April 2010. Experience, Interaction and Engagement . 2
  • 3. CEM4Mobile for Mobile Operators Introduction • CEM4Mobile for Mobile Operators is a mobile Customer Experience Management (CEM) solution particularly designed for Mobile Operators need to understand end-users wireless device usage, optimise their customer dialogue and maximise the number of satisfied, loyal customers and brand advocates. • The measurement focus is on interaction, experience and engagement, which directly impacts subscriber retention, profitability and lifetime value. • The analysis extends to usage patterns, service ranking, market trends and particularly how different device, contract, content and user demographic combinations impact the behaviour. Experience, Interaction and Engagement .
  • 4. CEM4Mobile for Mobile Operators Business drivers Consumers no longer buy just mobile phones, they acquire a combination of device, services, voice and data plans. It’s the connected services that make people active, loyal and brand advocates. CEM4Mobile facilitates in: • Implementing device and service bundles based on customer segment specific attributes and behavior • Becoming an information and entertainment broker with end-to- end Quality of Experience assurance across all device and service combinations • Continuously seeking critical insight and understanding of customers' wireless experience and behavior Experience, Interaction and Engagement .
  • 5. CEM4Mobile for Mobile Operators Business drivers Strong need to shift business focus from being network-centric to consumer service-centric. CEM4Mobile facilitates in: • Increasing subscriber retention and creating new revenue streams by exploiting subscriber information and offering personalized services based on end-users profile and behavior • Monitoring digital services beyond the access layer, implementing end-to-end network service controls, using subscriber demographic and behavior data across all screens and devices • Making Customer Experience Management the center of your strategy in order to drive your business based on customer-centric KPIs • Exploiting network assets for providing premium end-to-end experience and service quality Experience, Interaction and Engagement .
  • 6. CEM4Mobile for Mobile Operators Business drivers Increasing competition in saturated markets with plenty of options diminishes customer loyalty and profitability. CEM4Mobile facilitates in: • Increasing customer loyalty, retention and lifetime value by keeping customers satisfied and engaged with compelling digital services • Pushing multi-screen strategies to span the whole consumer content experience to boost data traffic revenues together with customer value and satisfaction • Converting visiting service users into network subscribers Experience, Interaction and Engagement .
  • 7. CEM4Mobile for Mobile Operators Business drivers The advent of “operator agnostic” application stores and over-the-top (OTT) players have made it increasingly difficult to analyze subscriber buying and usage habits. CEM4Mobile facilitates in: • Enforcing mobile data service intelligence for understanding data usage patterns across all services and devices in the network • Using the same for creating insight and understanding on device, digital service and demographic combinations that make subscribes active, loyal and brand advocates • Optimizing marketing initiatives based on behavior insight for increased competitiveness and subscriber retention Experience, Interaction and Engagement .
  • 8. CEM4Mobile for Mobile Operators Business drivers Mobile ecosystems are driving customer loyalty more towards to handset manufacturers and Internet brands than their mobile operator. CEM4Mobile facilitates in: • Increasing loyalty by producing and aggregating compelling, relevant and well targeted services with assured network and service quality • Increasing satisfaction by utilizing service and device portfolio intelligence for distributing services that are easy to find, buy and use • Increasing advocacy by listening to your customers and measuring perceived quality using Voice-of-Customer (VoC) channels Experience, Interaction and Engagement .
  • 9. Mobile users in the centre of the analysis Opinions & Values Capabilities Environment Behaviour Welcome back! Experience, Interaction and Engagement . Tuesday, 13 March 2012 9
  • 10. The CEM4Mobile Solution VoC Surveys Wi-Fi Mobile Networks Mobile Site-centric data Network-centric Device-centric data Voice-of- Analytics collection data collection collection Customer Measurement Customer & Market Insight CEM4Mobile Analytics CEM4Mobile Ranking CEM4Mobile Surveys CEM4Mobile Metrics Interaction Experience Engagement Active, Loyal and Advocate Customers Customer Experience Profit Management Experience, Interaction and Engagement . Tuesday, 13 March 2012 10
  • 11. Customer Experience Management for Mobile Services Active Loyal Advocate Experience Engagement Inactive or Casual Behaviour Analysis VoC Interactions Wireless Customers Environment Analysis Interaction, Experience and Engagement Measurement Segmentation & Cross Analysis Capability Interactions Analysis Transaction & Messaging Open Export Interface Interfaces Digital Services Impact Relationship Customer Critical Lag Data Feeds Messaging Analysis Analysis Assets Outbound Marketing Channels External CRM, BI/CI Analytics, Mobile Marketing, Policy Control… systems Experience, Interaction and Engagement . Tuesday, 13 March 2012 11
  • 12. CEM4Mobile for Mobile Operators General overview Operator’s / partners 3rd Party Mobile Services Mobile Services Mobile Mobile Operator Surveys Network Integration by importing data from operator’s network (Transaction API) -Demographic data -User location -Post paid, pre-paid status -Flow-through, internet service events Integration of Voice-of- Customer Integration data by server side or application tracking Experience, Interaction and Engagement .
  • 13. CEM4Mobile for Mobile Operators The solution CEM4Mobile seeks to provide the complete picture, which provides insight into mobile user’s behavior, handset capabilities, environment, values and opinions as well as market trends. Capability Profiler provides an insight into the opportunities and challenges that the users devices are creating by detecting and cross-analyzing the users devices and highlighting segment specific similarities and restrictions Behavior Profiler reveals mobile customers usage patterns within a service; how and when they use the service and whether they are coming back. This makes it possible to analyze segment specific loyalty and churn, service behavior and amount of data used. Environment Profiler presents information about the end-users network performance, location, access point, previous URLs visited and language preferences. Opinions Profiler enables collection of direct feedback from end-users. The opinions module enables a fast and reliable channel for measuring perceived experience and for understanding end users subjective opinions and values. This information can also be cross- analyzed against collected behavior and traffic information. Experience, Interaction and Engagement .
  • 14. CEM4Mobile for Mobile Operators Network monitoring (DPI) • In network centric tracking, CEM4Mobile analyzes Internet services accessed from end-user devices through the cellular network. Typically the following services are captured into CEM4Mobile Analytics: 1. Browsing services: web/mobile sites, search engines, social networks 2. Mobile application stores: Apple store, Android Market, Nokia, Samsung Apps, Windows marketplace 3. Email, Webmail 4. Instant Messaging 5. Audio/Video streaming 6. Live games • Actual network traffic capturing covers IP protocols related to these services, for example GTP, HTTP(S), WSP, TCP, UDP, etc. • By default, the system automatically detects the major global services such as Google services, Youtube, Facebook, Twitter, LinkedIn, Skype, eBay, etc. Experience, Interaction and Engagement .
  • 15. 4. CEM4Mobile INSIGHT – Opinions • The service is based on the CEM4Mobile’s Survey product • Survey enables an innovative way to collect valuable feedback from the end-users through mobile channels and establish a dialog with the current or potential customers. • The results of the surveys can be viewed as individual reports and studied separately or, the results can be cross-analysed against user behaviour, environment and handset capabilities. • The surveys can focus on a recruited panel, samples from the current customer base or on a selected focus group. The survey is presented through mobile optimized browsing pages. • Questions can include single select, multi select, as well as free-text questions in several languages. • Surveys present a unique way to measure perceived service quality and cross reference results with network quality information. Experience, Interaction and Engagement . Tuesday, 13 March 2012 15
  • 16. CEM4Mobile; user specific dashboards executive reporting Experience, Interaction and Engagement .
  • 17. Profiling Users % of total Average Visits Question Answer Pageviews Visits PV/ Visit Unique Users unique users Bounce Rate Length [s] Age Less than 18 1540 741 2,08 30 7% 54,39 244,48 Age 18-24 1770 946 1,87 18 4% 64,69 244,21 Age 25-34 3905 1996 1,96 54 13 % 58,12 219,83 Age 35-44 9675 3907 2,48 94 23 % 40,44 294,27 Age 44-54 12101 4293 2,82 110 27 % 24,88 320,68 Age 55-64 4583 1652 2,77 80 20 % 36,26 298,94 Age 65- 2863 765 3,74 16 4% 15,29 374,34 Users with less than 34 years The biggest age group in Most of the users are older have least pageviews per visit this service is 44 -54 years than 35 years (74%), they and are more likely to bounce spend more time on the from the service service and browse thru more pages than the younger users  Option for targeted marketing? Experience, Interaction and Engagement .
  • 18. Identifying service compatibility among handsets Handset Average Visits Manufacturer Handset Model User Status Pageviews Visits PV/Visit Unique Users Bounce Rate Length [s] Apple iPhone New 276453 180759 1,53 180252 84,47 34,50 Apple iPhone Returned 871592 256757 3,39 24314 37,02 192,06 Apple iPhone Loyal 256069 80708 3,17 2081 38,64 199,57 Apple iPhone Dormant 18177 5908 3,08 5176 44,84 131,53 Apple iPhone Churned 9913 3347 2,96 3261 46,64 120,44 Nokia E71 New 75928 30714 2,47 29710 55,21 115,34 Nokia E71 Returned 568880 185718 3,06 14554 39,03 196,74 Nokia E71 Loyal 177138 62650 2,83 1760 41,50 195,22 Nokia E71 Dormant 9713 3434 2,83 2965 42,92 139,37 Nokia E71 Churned 5003 1787 2,80 1734 41,41 148,50 iPhone users are very In case iPhone users are satisfied New Nokia E71 users are critical, they will not with the service, they will use it more likely to convert return to the service if heavily in terms of pageviews into returned and loyal the first impression is and visit length and are not likely users compared to not good to bounce from the service iPhone users
  • 19. Finding most cost effective marketing channels Average Visits Domain Name User Activity Pageviews Visits PV/ Visit Unique Users Bounce Rate Length [s] Direct traffic First-timer 420818 200525 2,10 200519 57,94 97,44 Direct traffic Daily user 836436 393728 2,12 50940 43,08 97,14 Direct traffic Weekly user 315945 153896 2,05 46052 41,70 68,80 Direct traffic Monthly user 35286 16129 2,19 14495 41,87 83,79 mobile.nokia.mobi First-timer 66851 26137 2,56 26137 44,43 125,10 mobile.nokia.mobi Daily user 11898 4391 2,71 1347 32,79 159,28 mobile.nokia.mobi Weekly user 6284 2443 2,57 1127 31,40 113,24 mobile.nokia.mobi Monthly user 939 394 2,38 378 37,82 113,81 www.google.com First-timer 9675 3566 2,71 3566 41,19 131,37 www.google.com Daily user 2718 1060 2,56 350 21,42 106,61 www.google.com Weekly user 1284 519 2,47 308 27,75 93,63 www.google.com Monthly user 306 107 2,86 103 20,56 114,50 Users coming directly to the mobile The conversion from first-timer to daily users differ service are most likely to become greatly between different referrers (Direct traffic 25%, active users. They know what they www.google.com 10%, mobile.nokia.mobi 5%. The are looking for, thus creating marketing channel is more effective if it creates shorter visits and less pageviews per active users visit
  • 20. How special events affect mobile services (1/2) Iceland First of May Volcano Soccer World Cup Summer season iPhone Campaign begins begins The iPhone campaign The first of May had The summer season decreased The Soccer World Cup created created lot of new users a great negative significantly the pageviews, high peaks during weekends and visits to the service, but impact on daily but only slightly the visits and in pageviews, slight increase in the pageviews were not pageviews unique users visits and unique users increased
  • 21. How special events affect mobile services 2/2 Iceland First of May Volcano iPhone Campaign Soccer World Cup begins Summer season begins The iPhone campaign The iPhone campaign has created a slight The Soccer World suffered greatly on the increase in the returned users, but Cup has created First of May celebrations, compared to the high number of new users peaks of new users causing clear decrease on during the campaign, the results are poor during the weekends new users
  • 22. Service monitoring (2012) QoE based alerts and alams Basic functionality:  Ability to provide QoE alerts and alarms quickly (real time analytics)  Scalable solution  High Availability  Integrated seamlessly into the Analysis/Reporting solution Solution Principle:  Monitoring and alarm functionality is built in line with existing analysis and reporting functionality  Utilizing existing scalability and HA configurations  Dual data “pipelines” for providing improved pass-through times  Monitoring and alarm data assigned a priority track for faster pass-through  Parallel monitoring database for troubleshooting  DB layout and operation optimized for real-time updates  DB contains only very short time (< 1day) history  DB also contains ongoing sessions for up-to-date view of situation
  • 23. Service monitoring (2012) Alerts and trouble shooting Alert Message Identifies:  Trouble Symptoms  Identified trouble location  Trouble start time / end time  Reference to identified related network elements etc.  Content format depends on alert method (SMS, Email, SNMP) Additional Information about the Trouble  The alert information is saved to the monitoring database  Ad-hoc queries with easy to use drag-and-drop tool  Viewing alert information and history through normal reporting UI  Observing traffic, behavior and service data related to the trouble through normal reporting UI functions