SlideShare una empresa de Scribd logo
1 de 15
Descargar para leer sin conexión
Becoming a data-driven media business
Stephane Pere, Chief Data Officer
@stephanepere
Digital Media Strategies - 4th March 2014 - London
I don’t want to talk about…
Publishers have always been data-driven
But mostly by:
- Revenue numbers
- CRM
- Aggregated Audience
Digital advertising became driven by Audience data
94% of ad agencies in the US use audience targeting*.
In 2014, 63% of US display advertising will done programmatically (of
which more than 50% via Real Time Bidding on Audience segments).
Programmatic gears
toward automation of the
sales workflow.
It offers replacement of
manual processes (often
phone, fax and e-mail) with
a more unified process often
in an easy-to-use user
interface.
Real Time Bidding (RTB)
is the ability to break a buy
down to the impression level
for decision making and/or
the application of advertiser
or publisher data.
Source: *Third Party Data Guides Campaign Targeting – emarketer/eXelate “State of the industry”, Apr 22nd 2013
http://www.emarketer.com/Article/Third-Party-Data-Guides-Campaign-Targeting/1009894
Data is the new currency
Resulting in a Data market
Publishers can not only leverage Data to sell advertising… but also sell their data.
Publishers must become data-driven marketers themselves
Explore, Test and Scale
Correlations and Testing are key to become data-driven
Correlations are the about the WHAT, not the WHY
+ =
*Walmart example quoted in “Big Data: A Revolution That Will Transform How We Live, Work, and Think”,
Book by Viktor Mayer-Schönberger and Kenneth Cukier
It’s all about Data Connectivity
• overlay first party data with third party data sources
• create enhanced customer profiles
• optimize interactions across multiple channels
A revenue driver for Publishers
Data Connectivity
In order to:
• Understand our customers
• Promote relevant content
• Promote relevant products
• Provide targeted advertising
• Increase subscriptions
The steps are:
1. consolidate databases and analytics data
2. explore, define and review segments
3. develop business rules
4. perform marketing activities against these segments or rules
Example of segment and rule for circulation:
Segment Active registered users, hit pay wall at least X times
in the last one month),who are past subscribers
(subscription lapsed within the last one year)
Rule and action Next time this user hits the paywall:
send attractive renewal offer e-mail
Examples
of Data-Driven Marketing
1. Content personalization in marketing collaterals
Learn which content specific readers are interested in and
recommend relevant editorial on site, on paywall but also
in e-mails and push notifications.
2. Gathering advanced audience insights and analysing
which segments are most likely to subscribe
Once identified, test subscription ads on the target groups.
If successful, target look-alikes.
3. Understand customer journeys and develop
a marketing Attribution model
Bring together all Campaign Analytics, Web Analytics and CRM data.
5. Enhanced search functions:
This can be done with advanced Semantic Analytics and
Individual profiles interests match. You can understand
what readers are really looking for based on: Context,
Similar searches, Semantic analysis…
The biggest challenge is Internal
The best steps to get there
1. Have a Champion for Data at the corporate level
2. Get the support from the Management board
3. Create a taskforce with stakeholders from circulation, advertising, UX, brand, legal, IT
4. Cut the project into smaller deliverables
5. Do not try to build everything yourself
6. Get some quick wins with associated revenue
And avoid to talk about…
Stephane Pere, Chief Data Officer
@stephanepere

Más contenido relacionado

Más de CatchTalk.TV

Sampath Kumar, Founder, Nualgi Nanobiotech
Sampath Kumar, Founder, Nualgi NanobiotechSampath Kumar, Founder, Nualgi Nanobiotech
Sampath Kumar, Founder, Nualgi NanobiotechCatchTalk.TV
 
Antoine Hubert, President, Ynsect
Antoine Hubert, President, YnsectAntoine Hubert, President, Ynsect
Antoine Hubert, President, YnsectCatchTalk.TV
 
Research and Development Director, Tropical Agricultural Research and Higher ...
Research and Development Director, Tropical Agricultural Research and Higher ...Research and Development Director, Tropical Agricultural Research and Higher ...
Research and Development Director, Tropical Agricultural Research and Higher ...CatchTalk.TV
 
Dr Rajindar Saini, Principal Scientist and Head of Animal Health Division, ic...
Dr Rajindar Saini, Principal Scientist and Head of Animal Health Division, ic...Dr Rajindar Saini, Principal Scientist and Head of Animal Health Division, ic...
Dr Rajindar Saini, Principal Scientist and Head of Animal Health Division, ic...CatchTalk.TV
 
Dr Shane Burgess, Vice Provost and Dean, College of Agriculture and Life Scie...
Dr Shane Burgess, Vice Provost and Dean, College of Agriculture and Life Scie...Dr Shane Burgess, Vice Provost and Dean, College of Agriculture and Life Scie...
Dr Shane Burgess, Vice Provost and Dean, College of Agriculture and Life Scie...CatchTalk.TV
 
Dr Randy Burd, Asst Vice President, University of Arizona
Dr Randy Burd, Asst Vice President, University of ArizonaDr Randy Burd, Asst Vice President, University of Arizona
Dr Randy Burd, Asst Vice President, University of ArizonaCatchTalk.TV
 
Jacques Neeteson, Manager, Agrosystems Research
Jacques Neeteson, Manager, Agrosystems ResearchJacques Neeteson, Manager, Agrosystems Research
Jacques Neeteson, Manager, Agrosystems ResearchCatchTalk.TV
 
August Dunning, Research Scientist, Eco Research LLC
 August Dunning, Research Scientist, Eco Research LLC August Dunning, Research Scientist, Eco Research LLC
August Dunning, Research Scientist, Eco Research LLCCatchTalk.TV
 
Dr Toby Mottram, Professor, Royal Agricultural University
Dr Toby Mottram, Professor, Royal Agricultural UniversityDr Toby Mottram, Professor, Royal Agricultural University
Dr Toby Mottram, Professor, Royal Agricultural UniversityCatchTalk.TV
 
Marco Pieterse, Managing Partner, BlueLeg Monitor
Marco Pieterse, Managing Partner, BlueLeg MonitorMarco Pieterse, Managing Partner, BlueLeg Monitor
Marco Pieterse, Managing Partner, BlueLeg MonitorCatchTalk.TV
 
Kevin FredianiHead of Sustainable Land UseBicton College
Kevin FredianiHead of Sustainable Land UseBicton CollegeKevin FredianiHead of Sustainable Land UseBicton College
Kevin FredianiHead of Sustainable Land UseBicton CollegeCatchTalk.TV
 
John Edel, Executive Director, The Plant Chicago
John Edel, Executive Director, The Plant ChicagoJohn Edel, Executive Director, The Plant Chicago
John Edel, Executive Director, The Plant ChicagoCatchTalk.TV
 
Dr Amare Ayalew, Program Manager – Partnership for Aflatoxin Control in Afric...
Dr Amare Ayalew, Program Manager – Partnership for Aflatoxin Control in Afric...Dr Amare Ayalew, Program Manager – Partnership for Aflatoxin Control in Afric...
Dr Amare Ayalew, Program Manager – Partnership for Aflatoxin Control in Afric...CatchTalk.TV
 
Arupratan Ghosh, Innovator, Center for Conservation Farming
Arupratan Ghosh, Innovator, Center for Conservation FarmingArupratan Ghosh, Innovator, Center for Conservation Farming
Arupratan Ghosh, Innovator, Center for Conservation FarmingCatchTalk.TV
 
Alfred Rol, International Sales Director, DACOM
Alfred Rol, International Sales Director, DACOMAlfred Rol, International Sales Director, DACOM
Alfred Rol, International Sales Director, DACOMCatchTalk.TV
 
Dr Dyno Keatinge, Director General, AVRDC – The World Vegetable Center
Dr Dyno Keatinge, Director General, AVRDC – The World Vegetable CenterDr Dyno Keatinge, Director General, AVRDC – The World Vegetable Center
Dr Dyno Keatinge, Director General, AVRDC – The World Vegetable CenterCatchTalk.TV
 
Dr Peter Setimela, DTMA (Drought Tolerant Maize for Africa), CIMMYT
Dr Peter Setimela, DTMA (Drought Tolerant Maize for Africa), CIMMYTDr Peter Setimela, DTMA (Drought Tolerant Maize for Africa), CIMMYT
Dr Peter Setimela, DTMA (Drought Tolerant Maize for Africa), CIMMYTCatchTalk.TV
 
Dr Shashi Sharma, Chair in Biosecurity and Food Security, Murdoch University
Dr Shashi Sharma, Chair in Biosecurity and Food Security, Murdoch UniversityDr Shashi Sharma, Chair in Biosecurity and Food Security, Murdoch University
Dr Shashi Sharma, Chair in Biosecurity and Food Security, Murdoch UniversityCatchTalk.TV
 
Lesley Deynes, Programme Director, Mercy Corps
Lesley Deynes, Programme Director, Mercy CorpsLesley Deynes, Programme Director, Mercy Corps
Lesley Deynes, Programme Director, Mercy CorpsCatchTalk.TV
 
John Mitchell, Virginia Polytechnic and State University
John Mitchell, Virginia Polytechnic and State UniversityJohn Mitchell, Virginia Polytechnic and State University
John Mitchell, Virginia Polytechnic and State UniversityCatchTalk.TV
 

Más de CatchTalk.TV (20)

Sampath Kumar, Founder, Nualgi Nanobiotech
Sampath Kumar, Founder, Nualgi NanobiotechSampath Kumar, Founder, Nualgi Nanobiotech
Sampath Kumar, Founder, Nualgi Nanobiotech
 
Antoine Hubert, President, Ynsect
Antoine Hubert, President, YnsectAntoine Hubert, President, Ynsect
Antoine Hubert, President, Ynsect
 
Research and Development Director, Tropical Agricultural Research and Higher ...
Research and Development Director, Tropical Agricultural Research and Higher ...Research and Development Director, Tropical Agricultural Research and Higher ...
Research and Development Director, Tropical Agricultural Research and Higher ...
 
Dr Rajindar Saini, Principal Scientist and Head of Animal Health Division, ic...
Dr Rajindar Saini, Principal Scientist and Head of Animal Health Division, ic...Dr Rajindar Saini, Principal Scientist and Head of Animal Health Division, ic...
Dr Rajindar Saini, Principal Scientist and Head of Animal Health Division, ic...
 
Dr Shane Burgess, Vice Provost and Dean, College of Agriculture and Life Scie...
Dr Shane Burgess, Vice Provost and Dean, College of Agriculture and Life Scie...Dr Shane Burgess, Vice Provost and Dean, College of Agriculture and Life Scie...
Dr Shane Burgess, Vice Provost and Dean, College of Agriculture and Life Scie...
 
Dr Randy Burd, Asst Vice President, University of Arizona
Dr Randy Burd, Asst Vice President, University of ArizonaDr Randy Burd, Asst Vice President, University of Arizona
Dr Randy Burd, Asst Vice President, University of Arizona
 
Jacques Neeteson, Manager, Agrosystems Research
Jacques Neeteson, Manager, Agrosystems ResearchJacques Neeteson, Manager, Agrosystems Research
Jacques Neeteson, Manager, Agrosystems Research
 
August Dunning, Research Scientist, Eco Research LLC
 August Dunning, Research Scientist, Eco Research LLC August Dunning, Research Scientist, Eco Research LLC
August Dunning, Research Scientist, Eco Research LLC
 
Dr Toby Mottram, Professor, Royal Agricultural University
Dr Toby Mottram, Professor, Royal Agricultural UniversityDr Toby Mottram, Professor, Royal Agricultural University
Dr Toby Mottram, Professor, Royal Agricultural University
 
Marco Pieterse, Managing Partner, BlueLeg Monitor
Marco Pieterse, Managing Partner, BlueLeg MonitorMarco Pieterse, Managing Partner, BlueLeg Monitor
Marco Pieterse, Managing Partner, BlueLeg Monitor
 
Kevin FredianiHead of Sustainable Land UseBicton College
Kevin FredianiHead of Sustainable Land UseBicton CollegeKevin FredianiHead of Sustainable Land UseBicton College
Kevin FredianiHead of Sustainable Land UseBicton College
 
John Edel, Executive Director, The Plant Chicago
John Edel, Executive Director, The Plant ChicagoJohn Edel, Executive Director, The Plant Chicago
John Edel, Executive Director, The Plant Chicago
 
Dr Amare Ayalew, Program Manager – Partnership for Aflatoxin Control in Afric...
Dr Amare Ayalew, Program Manager – Partnership for Aflatoxin Control in Afric...Dr Amare Ayalew, Program Manager – Partnership for Aflatoxin Control in Afric...
Dr Amare Ayalew, Program Manager – Partnership for Aflatoxin Control in Afric...
 
Arupratan Ghosh, Innovator, Center for Conservation Farming
Arupratan Ghosh, Innovator, Center for Conservation FarmingArupratan Ghosh, Innovator, Center for Conservation Farming
Arupratan Ghosh, Innovator, Center for Conservation Farming
 
Alfred Rol, International Sales Director, DACOM
Alfred Rol, International Sales Director, DACOMAlfred Rol, International Sales Director, DACOM
Alfred Rol, International Sales Director, DACOM
 
Dr Dyno Keatinge, Director General, AVRDC – The World Vegetable Center
Dr Dyno Keatinge, Director General, AVRDC – The World Vegetable CenterDr Dyno Keatinge, Director General, AVRDC – The World Vegetable Center
Dr Dyno Keatinge, Director General, AVRDC – The World Vegetable Center
 
Dr Peter Setimela, DTMA (Drought Tolerant Maize for Africa), CIMMYT
Dr Peter Setimela, DTMA (Drought Tolerant Maize for Africa), CIMMYTDr Peter Setimela, DTMA (Drought Tolerant Maize for Africa), CIMMYT
Dr Peter Setimela, DTMA (Drought Tolerant Maize for Africa), CIMMYT
 
Dr Shashi Sharma, Chair in Biosecurity and Food Security, Murdoch University
Dr Shashi Sharma, Chair in Biosecurity and Food Security, Murdoch UniversityDr Shashi Sharma, Chair in Biosecurity and Food Security, Murdoch University
Dr Shashi Sharma, Chair in Biosecurity and Food Security, Murdoch University
 
Lesley Deynes, Programme Director, Mercy Corps
Lesley Deynes, Programme Director, Mercy CorpsLesley Deynes, Programme Director, Mercy Corps
Lesley Deynes, Programme Director, Mercy Corps
 
John Mitchell, Virginia Polytechnic and State University
John Mitchell, Virginia Polytechnic and State UniversityJohn Mitchell, Virginia Polytechnic and State University
John Mitchell, Virginia Polytechnic and State University
 

Becoming a data-driven media business. Stephane Pere - Chief Data Officer - The Economist

  • 1. Becoming a data-driven media business Stephane Pere, Chief Data Officer @stephanepere Digital Media Strategies - 4th March 2014 - London
  • 2. I don’t want to talk about…
  • 3. Publishers have always been data-driven But mostly by: - Revenue numbers - CRM - Aggregated Audience
  • 4. Digital advertising became driven by Audience data 94% of ad agencies in the US use audience targeting*. In 2014, 63% of US display advertising will done programmatically (of which more than 50% via Real Time Bidding on Audience segments). Programmatic gears toward automation of the sales workflow. It offers replacement of manual processes (often phone, fax and e-mail) with a more unified process often in an easy-to-use user interface. Real Time Bidding (RTB) is the ability to break a buy down to the impression level for decision making and/or the application of advertiser or publisher data. Source: *Third Party Data Guides Campaign Targeting – emarketer/eXelate “State of the industry”, Apr 22nd 2013 http://www.emarketer.com/Article/Third-Party-Data-Guides-Campaign-Targeting/1009894
  • 5. Data is the new currency
  • 6. Resulting in a Data market Publishers can not only leverage Data to sell advertising… but also sell their data.
  • 7. Publishers must become data-driven marketers themselves
  • 8. Explore, Test and Scale Correlations and Testing are key to become data-driven
  • 9. Correlations are the about the WHAT, not the WHY + = *Walmart example quoted in “Big Data: A Revolution That Will Transform How We Live, Work, and Think”, Book by Viktor Mayer-Schönberger and Kenneth Cukier
  • 10. It’s all about Data Connectivity • overlay first party data with third party data sources • create enhanced customer profiles • optimize interactions across multiple channels
  • 11. A revenue driver for Publishers Data Connectivity In order to: • Understand our customers • Promote relevant content • Promote relevant products • Provide targeted advertising • Increase subscriptions The steps are: 1. consolidate databases and analytics data 2. explore, define and review segments 3. develop business rules 4. perform marketing activities against these segments or rules Example of segment and rule for circulation: Segment Active registered users, hit pay wall at least X times in the last one month),who are past subscribers (subscription lapsed within the last one year) Rule and action Next time this user hits the paywall: send attractive renewal offer e-mail
  • 12. Examples of Data-Driven Marketing 1. Content personalization in marketing collaterals Learn which content specific readers are interested in and recommend relevant editorial on site, on paywall but also in e-mails and push notifications. 2. Gathering advanced audience insights and analysing which segments are most likely to subscribe Once identified, test subscription ads on the target groups. If successful, target look-alikes. 3. Understand customer journeys and develop a marketing Attribution model Bring together all Campaign Analytics, Web Analytics and CRM data. 5. Enhanced search functions: This can be done with advanced Semantic Analytics and Individual profiles interests match. You can understand what readers are really looking for based on: Context, Similar searches, Semantic analysis…
  • 13. The biggest challenge is Internal
  • 14. The best steps to get there 1. Have a Champion for Data at the corporate level 2. Get the support from the Management board 3. Create a taskforce with stakeholders from circulation, advertising, UX, brand, legal, IT 4. Cut the project into smaller deliverables 5. Do not try to build everything yourself 6. Get some quick wins with associated revenue
  • 15. And avoid to talk about… Stephane Pere, Chief Data Officer @stephanepere