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The marketers point of view Applications and challenges for marketers using call network analysis 11 May 2010, Matej Karpisek Presented at: NetMob 2010 (satelite of NetSci 2010) www.netsci2010.net
The 15’ path ,[object Object],[object Object],[object Object],[object Object],[object Object]
WHO IS ENQIO? ENQIO | <footer>  15/05/10   |  Page
Company ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],15/05/10   |  Page  ENQIO | mobile marketing forum
Vision ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],15/05/10   |  Page  ENQIO | mobile marketing forum
Strategy 15/05/10   |  Page  “ Making Data Work” by providing solutions that generate a measurable higher return on information. (ROi²) ENQIO | mobile marketing forum
Social networks @ ENQIO BE, June 2006: Exceptional successful campaign  NL, Apr 2007,  MMS& VAS upsell campaigns NL, May 2006: Start of SNA in Netherlands NL, July 2006: Net promoter score analysis PT, Oct 2006: Start of SNA in Portugal ES, Aug 2006: Benchmarking of ENQIO social leaders PT, Oct 2007: Launch of get/keep/increase campaigns SK, May 2007,  Viral marketing in Slovakia FR, Jan 2008, Viral marketing research in France BE , Nov 2004 : Analysis of contact circle value BE, Nov 2005: R&D , social leader, communities BE, Aug 2009, Next gen SNA initiative CA, Jan 2008, Start of VM campaigns 100 + VM campaigns executed BE, Aug 2008, iPhone analysis
Social network analytics @ ENQIO ENQIO Social Network users Successful SNA applications ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],SNA offering ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
VIRAL MARKETING? ENQIO | <footer>  15/05/10   |  Page
Day 0:  blogger publishes a movie : How to pick a Kryptonite lock with a pen ,[object Object],[object Object],[object Object],Day 1:  A news site on biking picks up the  Blog post and refers to it “ Several readers try it at home and confirm the story” a year later:  Kryptonite starts to regain shelf space in the stores How many are unlikely to ever again purchase a Kryptonite product as a result of this?  Question of a customer: day 5:  The NY-times publishes the story Kryptonite also picks up the story and looks for a solution... It would take  3 weeks  to organize a call-back actions + change of manufacturing process
The strength of WOM Source: MEC MediaLab
Word of mouth,  the extra direct marketing channel ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],“ The message comes  from a Telco” “ The message is spread by other customer” ,[object Object],[object Object],[object Object],[object Object],Influence / impact  LOW HIGH    Customers  trust  opinions of other customers more than direct communications    Less customers need to be contacted to reach a large group of people/customers    Customer evangelists allow a  faster spread  of new technologies/services “ An active customer recommendation leads to a conversion rate up to 85%” Boosted response on DM campaign from 5% to 35%
multichannel communication CRM Toolkit Bill Insert, Bill message, Bill envelope. Bill Outbound Email campaign, SMS, MMS Video, Direct Mail. Segmented Email Segmented Email and associated segmented web landing pages. Offers Offer developments, IEW treatments offers. Contact Centre Contact centre script (in out bound calling) Service support, FAB Briefing packs and agent ref material, promotional items. Two way SMS Two way SMS to request international roaming Video Video promo, viral series video utube, Video service support BTL Activity Sales promotion techniques for target segment, Sponsorship opportunities, PR concepts for promoting approach, Competition prizes, Member get member WOM Steer the WOM by targeting social leaders :  Increase Word Of mouth , steer the content (right message)
MMS campaign Prepaid social leaders not using MMS yet with MMS enabled handsets, contacted via SMS Target 100 free MMS per month during 3  consecutive months In addition, possibility to fwd offer to friends Offer Communication 9.5 times above  expectations 2 times above  expectations 5 times above  expectations
Happy Hour campaign Pay as you go social leaders with on-net voice spending lower than €4 per  month Target 1 month free Happy Hour  (VAS on top of tariffplan) fee of 5 euro will be applied Offer Communication Direct  SMS:  1.2%    e-mail:  2.4% Results    SMS: 2.000 leaders    Email:  286 leaders Response rate Improvement over previous campaigns On top of direct, 3-4 times higher conversion in circle Viral  :  4.3%
Looks   nice …. ,[object Object],Voicemail activation    no spread Acquisition & retention campaigns    no success
Virality of products ENQIO | <footer>  15/05/10   |  Page  Leaders boost spread Leaders block spread Low viral  spread High viral  spread ADSL Blackberry Mobile data Content MMS High voice Low voice Low SMS Banxafe Convergence & co-branding Mobile services Customer behaviour
To learn... ,[object Object],ENQIO | <footer>  15/05/10   |  Page
COMMUNITY MARKETING ENQIO | <footer>  15/05/10   |  Page
Impact on dongle adoption when convincing a social leader No social leader in the circle Social leader without dongle in the circle Social leader with dongle in the circle One of my friends has a dongle Two of my friends have a dongle Three of my friends a dongle No one in my circle has  a dongle Effect of in the circle of converting a social leader My average dongle adoption rate ENQIO | netmob 2010
Importance of communities ,[object Object],[object Object],[object Object],Spread per community Spread in customer base innovators Early adopters Early majority Late majority laggards Customer Advertising, Sales promo Word to mouth “The Buzz” Direct marketing on “Seeds” Equivalent views  on customer base Viral or Buzz marketing approach ENQIO | netmob 2010
The customer base,  not one large community Differences in language Geographical spread Each dot represents a customer. The distance between 2 dots represents the distance/closeness in the social network. Afterward the dots are coloured based on the language or geographical location ENQIO | netmob 2010
When do people call Low users: 9AM till 4PM  ,  7days a week Business Business hours Youngsters evenings, 7days a week and weekend nights Time of day/week  when customers from different segments contact each other ENQIO | netmob 2010
Events in communities ENQIO | netmob 2010 15/05/10   |  Page  First MMS usage Churn Handset switch
Which algorithm to calculate these communities? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],15/05/10   |  Page  ENQIO | netmob 2010
ROTATIONAL CHURN
What is rotational churn? 15/05/10   |  Page  ENQIO | netmob 2010
Spinning / rotational churn ,[object Object],[object Object],[object Object],[object Object],[object Object],15/05/10   |  Page  Distribution of new Prepaid activations ENQIO | netmob 2010
Spinning / rotational churn ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Value of spinner identification
Variable and event decomposition Common contacts on the FIX net (low expected variation) Common contacts mobile off net (Rotational churn exists here but with different promo’s) Common contacts mobile on net (Rotational churn makes the contacts also less stable) Are they the same person? Do they have the same contacts? Do they call from the same places? Sim A Sim B Cell A Cell X Cell F Most used cell 2nd cell 3th  cell Cell A Cell Z Cell X    Similarity score ENQIO | netmob 2010
Equal contacts (v’s calculation) Candidate Contract A Candidate Contract B Fix line On-net post On-net pre Other mobile Input data :  CDR data for the customer base For voice/SMS/(MMS) “ Ideal case 3 months before and 3 months after” Short numbers    Importance of call direction needs to be verified ENQIO | netmob 2010
Rotational churn remains a challenge ,[object Object],[object Object],[object Object],15/05/10   |  Page  ENQIO | netmob 2010
CHALLENGES TO WORK WITH SOCIAL NETWORKS
Stability 15/05/10   |  Page  ENQIO | netmob 2010
Stability questions 15/05/10   |  Page  ENQIO | netmob 2010 Distribution over different connection times over 1 year  of time Only a small fraction of contact is strong and stable (core)
Understand Social networks ,[object Object],15/05/10   |  Page  22% of the calling circle consists of Connections with incoming and outgoing traffic 39% of the calling circle consists of Connections with only outgoing traffic 39% of the calling circle consists of Connections with only incoming traffic 22% IN + OUT  39% IN 39% OUT ENQIO | netmob 2010
Grouping of ethnicities Understanding ethnicity adds value to customer understanding However privacy regulation prohibit the use of this information All customers No name  known Uncharacteristic name Characteristic  name Asian Name Northern European Western European Southern European Eastern  European Island Other 28.5% 23.0% 48.5% chinese indian indonesian hindoe japanese kazakh korean thai vietnamese danish finnish icelandic swedish norwegian breton french frisian galician german dutch provencial basque catalan spanish italian greek corsican portuguese latvian lithuanian macedonian romanian russian serbian_and_croatian slovene albanian ukrainian polish estonian czech_and_slovak bulgarian english welsh scottish modern_english native_american cornish traditional_english irish african armenian azerbaijani esperanto hawaiian igbo jewish khmer kurdish manx maori yoruba  
Sometimes controvertional ,[object Object],[object Object],[object Object],[object Object],ENQIO | <footer>  15/05/10   |  Page
Missing data 15/05/10   |  Page  OFF NET Postpaid Prepaid ENQIO | netmob 2010 Offnet connections are not visible in the graph... How to deal with this?
 
Get the word out...  www.meetoscar.eu

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Netsci2010 social networks for marketers

  • 1. The marketers point of view Applications and challenges for marketers using call network analysis 11 May 2010, Matej Karpisek Presented at: NetMob 2010 (satelite of NetSci 2010) www.netsci2010.net
  • 2.
  • 3. WHO IS ENQIO? ENQIO | <footer> 15/05/10 | Page
  • 4.
  • 5.
  • 6. Strategy 15/05/10 | Page “ Making Data Work” by providing solutions that generate a measurable higher return on information. (ROi²) ENQIO | mobile marketing forum
  • 7. Social networks @ ENQIO BE, June 2006: Exceptional successful campaign NL, Apr 2007, MMS& VAS upsell campaigns NL, May 2006: Start of SNA in Netherlands NL, July 2006: Net promoter score analysis PT, Oct 2006: Start of SNA in Portugal ES, Aug 2006: Benchmarking of ENQIO social leaders PT, Oct 2007: Launch of get/keep/increase campaigns SK, May 2007, Viral marketing in Slovakia FR, Jan 2008, Viral marketing research in France BE , Nov 2004 : Analysis of contact circle value BE, Nov 2005: R&D , social leader, communities BE, Aug 2009, Next gen SNA initiative CA, Jan 2008, Start of VM campaigns 100 + VM campaigns executed BE, Aug 2008, iPhone analysis
  • 8.
  • 9. VIRAL MARKETING? ENQIO | <footer> 15/05/10 | Page
  • 10.
  • 11. The strength of WOM Source: MEC MediaLab
  • 12.
  • 13. multichannel communication CRM Toolkit Bill Insert, Bill message, Bill envelope. Bill Outbound Email campaign, SMS, MMS Video, Direct Mail. Segmented Email Segmented Email and associated segmented web landing pages. Offers Offer developments, IEW treatments offers. Contact Centre Contact centre script (in out bound calling) Service support, FAB Briefing packs and agent ref material, promotional items. Two way SMS Two way SMS to request international roaming Video Video promo, viral series video utube, Video service support BTL Activity Sales promotion techniques for target segment, Sponsorship opportunities, PR concepts for promoting approach, Competition prizes, Member get member WOM Steer the WOM by targeting social leaders : Increase Word Of mouth , steer the content (right message)
  • 14. MMS campaign Prepaid social leaders not using MMS yet with MMS enabled handsets, contacted via SMS Target 100 free MMS per month during 3 consecutive months In addition, possibility to fwd offer to friends Offer Communication 9.5 times above expectations 2 times above expectations 5 times above expectations
  • 15. Happy Hour campaign Pay as you go social leaders with on-net voice spending lower than €4 per month Target 1 month free Happy Hour (VAS on top of tariffplan) fee of 5 euro will be applied Offer Communication Direct SMS: 1.2% e-mail: 2.4% Results  SMS: 2.000 leaders  Email: 286 leaders Response rate Improvement over previous campaigns On top of direct, 3-4 times higher conversion in circle Viral : 4.3%
  • 16.
  • 17. Virality of products ENQIO | <footer> 15/05/10 | Page Leaders boost spread Leaders block spread Low viral spread High viral spread ADSL Blackberry Mobile data Content MMS High voice Low voice Low SMS Banxafe Convergence & co-branding Mobile services Customer behaviour
  • 18.
  • 19. COMMUNITY MARKETING ENQIO | <footer> 15/05/10 | Page
  • 20. Impact on dongle adoption when convincing a social leader No social leader in the circle Social leader without dongle in the circle Social leader with dongle in the circle One of my friends has a dongle Two of my friends have a dongle Three of my friends a dongle No one in my circle has a dongle Effect of in the circle of converting a social leader My average dongle adoption rate ENQIO | netmob 2010
  • 21.
  • 22. The customer base, not one large community Differences in language Geographical spread Each dot represents a customer. The distance between 2 dots represents the distance/closeness in the social network. Afterward the dots are coloured based on the language or geographical location ENQIO | netmob 2010
  • 23. When do people call Low users: 9AM till 4PM , 7days a week Business Business hours Youngsters evenings, 7days a week and weekend nights Time of day/week when customers from different segments contact each other ENQIO | netmob 2010
  • 24. Events in communities ENQIO | netmob 2010 15/05/10 | Page First MMS usage Churn Handset switch
  • 25.
  • 27. What is rotational churn? 15/05/10 | Page ENQIO | netmob 2010
  • 28.
  • 29.
  • 30. Variable and event decomposition Common contacts on the FIX net (low expected variation) Common contacts mobile off net (Rotational churn exists here but with different promo’s) Common contacts mobile on net (Rotational churn makes the contacts also less stable) Are they the same person? Do they have the same contacts? Do they call from the same places? Sim A Sim B Cell A Cell X Cell F Most used cell 2nd cell 3th cell Cell A Cell Z Cell X  Similarity score ENQIO | netmob 2010
  • 31. Equal contacts (v’s calculation) Candidate Contract A Candidate Contract B Fix line On-net post On-net pre Other mobile Input data : CDR data for the customer base For voice/SMS/(MMS) “ Ideal case 3 months before and 3 months after” Short numbers  Importance of call direction needs to be verified ENQIO | netmob 2010
  • 32.
  • 33. CHALLENGES TO WORK WITH SOCIAL NETWORKS
  • 34. Stability 15/05/10 | Page ENQIO | netmob 2010
  • 35. Stability questions 15/05/10 | Page ENQIO | netmob 2010 Distribution over different connection times over 1 year of time Only a small fraction of contact is strong and stable (core)
  • 36.
  • 37. Grouping of ethnicities Understanding ethnicity adds value to customer understanding However privacy regulation prohibit the use of this information All customers No name known Uncharacteristic name Characteristic name Asian Name Northern European Western European Southern European Eastern European Island Other 28.5% 23.0% 48.5% chinese indian indonesian hindoe japanese kazakh korean thai vietnamese danish finnish icelandic swedish norwegian breton french frisian galician german dutch provencial basque catalan spanish italian greek corsican portuguese latvian lithuanian macedonian romanian russian serbian_and_croatian slovene albanian ukrainian polish estonian czech_and_slovak bulgarian english welsh scottish modern_english native_american cornish traditional_english irish african armenian azerbaijani esperanto hawaiian igbo jewish khmer kurdish manx maori yoruba  
  • 38.
  • 39. Missing data 15/05/10 | Page OFF NET Postpaid Prepaid ENQIO | netmob 2010 Offnet connections are not visible in the graph... How to deal with this?
  • 40.  
  • 41. Get the word out... www.meetoscar.eu

Notes de l'éditeur

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  8. Analytical CRM - ppt for Consumer Marketing Author - Simon Dudley