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Roundtable 2015
A data Intelligence and Monetization Project
About GFR Media
SERVICES REAL ESTATE
U.S. Real Estate
 Columbus, Ohio
 Indianapolis, Indiana
 Atlanta, Georgia
FRC LLC - Chile
 Ambulatory Health Clinics
 Moneda midcap fund
MEDIA
Grupo Ferré Rangel is a family company that owns the largest media company in Puerto Rico. Additionally GFR owns and
operates commercial printing, marketing, distribution and commercial real estate operations.
3
7
About The Project (bief)
• In 2012 we decided launch a project that would develop our
data knowledge internally and externally.
– Main objectives:
• GFR Media data must be integrated
• Facilitate the process of obtaining data and generate reports
• Know our customers and clients better
• Understand the behavior of our users and subscribers
• Monetize the data
Data Information Knowledge Strategy Monetization
5 stage process to acheive goals:
Data Quality
GFR MEDIA
CORPORATE DATABASE
Transformations&Business
Rules
360 degree view of
audiences
GFR MEDIA – CORPORATE DATABASE
+30 DATA SOURCES
1 year project
GFR Media data must be integrated
MEDIA INTELLIGENCE IMAGEN
9
Information: Available for all the company/areas
No intermediaries.
More time invested in analysis, less time in generate information.
Strategic and Tactical information levels.
Everything from one place: GFR MEDIA CORPORATE DATABASE.
MEDIA INTELLIGENCE IMAGEN
10
• Board of directors using dashboard. LIVE DATA, LIVE INSIGHTS
Facilitate the process of obtaining data and generate reports
11
REDUCE CHURN PROJECT
– DESIGN A SEGMENTATION MODEL FOR EL NUEVO DIA SUBSCRIBERS.
– BUILD A PREDICTIVE MODEL TO IDENTIFY SUBCRIBERS MORE LIKELY
TO CANCEL SUBSCRIPTION.
– USE MODEL OUTPUT TO DESIGN & IMPLEMENT A RETENTION
CAMPAIGN BY SEGMENT
11
12
SEGMENTATION METRIC
Subscribers
Segmentation
$$$$ 20%
Aging 5%
Tenure 25%
Frequency 20%
% Discount 10%
Products 5%
Payment
Method
15%
Weight
VIP
Frequent
Occasional++
Occasional
20% of subscribers
28% of subscribers
8% of subscribers
44% of subscribers
EL NUEVO DIA
SUBSCRIBERS SEGMENTATION MODEL
Predictive Model
Subscribers
more likely to
defect
Likelihood % Subscribers
0 - 0.35 48% 60,989
0.35 - 0.5 21% 27,194
0.5 - 0.75 18% 22,854
0.75 - 0.8 5% 6,326
0.8 - 0.9 3% 4,377
0.9 - 1 4% 5,302
Total 100% 127,042
1717
Data Information Knowledge Strategy Monetization
5 stage process to acheive goals:
• Gathered over 30 databases
• Readily available information
• Know our custumers and
clients better.
Knowledge, “knowledge value is in the ability to
generate an action on our audiences”
Audience Information
o Gender
o Age
o Socioeconomic
Audience Knowledge
o Habits
o Hobbies
o Lifestyles
2020
DMP
23
Anonymous & registered users Tracking
Navigation
Process
starts
2424
Anonymous users
Navigation
Tracking
Navigation
Process
Starts
Anonymous ID
DateTime Platform
WebSite Category
Section Article
Store data in
registration DB
In a daily basis,
data go to Corp.
DB
Mass advertising served
and trackingADS
Serving
Anonymous ID
Datetime
WebSite
ADS Reference
ADS Category
Platform
Client
Respond ? (Y/N) Store data in
registration
DB
Analytics process
starts
25
Audience Map
Segmented Data
25
Cruise Ship
Outdoor Jogging
Basketball
E
Salud y Belleza
Anonymous
Travel &
Leisure
Sports
Content Widget
(Trending)
Content
Widget
(Behavioral)
Fixed Position
(Editorial Team)
Fixed
Position
(Editorial)
Content
Widget
(Behavioral)
Content
Advertisement
Widget
Fixed Position
Segmented Ad
NON- Segmented Ad
Segmented
Ad
NON Segmented Ad FPO
Fixed
Position
(Editorial
Team)
Anonymous
Browser
29
Anonymous
Browser
30
Anonymous
Browser
31
Anonymous
Browser
32
Test
Basic segments are part of the standard offerings as it has large
volume/reach. Segments are typically based on Demographics
(age, gender), Geographic, Technology, Behavior etc.
Basic segments
Signature segments
Custom
segments
Signature segments are part of standard offering to premium clients.
Segments are typically based on a combination of Basic segments
but also includes user interests & intent.
Custom segments are build on requests for premium clients. Highly
targeted segments build on exact requirement list from clients.
Typically low reach but very high CPM.
Female student, mothers, Business traveler
Food enthusiast, Looking for new car,
Traveler in San Juan
Diabetics or families of
diabetics
By focusing on three core segment types, you should be
able to offer scalable products to mass and niche products
of premium clients
34
Targeted Advertising is a KEY to develop GFR
Media “performance pricing model”.
34
Revenue
Scenarios
Using
GFR Media
Audiences
DBMarketing
(List Renting)
Lead Generation
+
Online Surveys
Targeted
Advertising
Targeted
Content
Transactional
+
E-Commerce
Digital
Subscription
Print
Subscriptions
Data
Cleansing
Analytics
Data
Management
37
Other Initiatives
• Digital Agency
• Law 20 & 22 in Puerto Rico
An opportunity to ceate business in Puerto Rico mostly export
services with huge tax advantages.
http://businessinpuertorico.com/
37
Thank you!
Find your audience at
http://www.audienceprofile.pr
38

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ROUNDTABLE 2015: Agustin Meizoso

  • 1. 1 Roundtable 2015 A data Intelligence and Monetization Project
  • 2. About GFR Media SERVICES REAL ESTATE U.S. Real Estate  Columbus, Ohio  Indianapolis, Indiana  Atlanta, Georgia FRC LLC - Chile  Ambulatory Health Clinics  Moneda midcap fund MEDIA Grupo FerrĂ© Rangel is a family company that owns the largest media company in Puerto Rico. Additionally GFR owns and operates commercial printing, marketing, distribution and commercial real estate operations. 3
  • 3. 7 About The Project (bief) • In 2012 we decided launch a project that would develop our data knowledge internally and externally. – Main objectives: • GFR Media data must be integrated • Facilitate the process of obtaining data and generate reports • Know our customers and clients better • Understand the behavior of our users and subscribers • Monetize the data Data Information Knowledge Strategy Monetization 5 stage process to acheive goals:
  • 4. Data Quality GFR MEDIA CORPORATE DATABASE Transformations&Business Rules 360 degree view of audiences GFR MEDIA – CORPORATE DATABASE +30 DATA SOURCES 1 year project GFR Media data must be integrated
  • 5. MEDIA INTELLIGENCE IMAGEN 9 Information: Available for all the company/areas No intermediaries. More time invested in analysis, less time in generate information. Strategic and Tactical information levels. Everything from one place: GFR MEDIA CORPORATE DATABASE.
  • 6. MEDIA INTELLIGENCE IMAGEN 10 • Board of directors using dashboard. LIVE DATA, LIVE INSIGHTS Facilitate the process of obtaining data and generate reports
  • 7. 11 REDUCE CHURN PROJECT – DESIGN A SEGMENTATION MODEL FOR EL NUEVO DIA SUBSCRIBERS. – BUILD A PREDICTIVE MODEL TO IDENTIFY SUBCRIBERS MORE LIKELY TO CANCEL SUBSCRIPTION. – USE MODEL OUTPUT TO DESIGN & IMPLEMENT A RETENTION CAMPAIGN BY SEGMENT 11
  • 8. 12 SEGMENTATION METRIC Subscribers Segmentation $$$$ 20% Aging 5% Tenure 25% Frequency 20% % Discount 10% Products 5% Payment Method 15% Weight
  • 9. VIP Frequent Occasional++ Occasional 20% of subscribers 28% of subscribers 8% of subscribers 44% of subscribers EL NUEVO DIA SUBSCRIBERS SEGMENTATION MODEL
  • 10. Predictive Model Subscribers more likely to defect Likelihood % Subscribers 0 - 0.35 48% 60,989 0.35 - 0.5 21% 27,194 0.5 - 0.75 18% 22,854 0.75 - 0.8 5% 6,326 0.8 - 0.9 3% 4,377 0.9 - 1 4% 5,302 Total 100% 127,042
  • 11. 1717 Data Information Knowledge Strategy Monetization 5 stage process to acheive goals: • Gathered over 30 databases • Readily available information • Know our custumers and clients better.
  • 12. Knowledge, “knowledge value is in the ability to generate an action on our audiences” Audience Information o Gender o Age o Socioeconomic Audience Knowledge o Habits o Hobbies o Lifestyles
  • 14. 23 Anonymous & registered users Tracking Navigation Process starts
  • 15. 2424 Anonymous users Navigation Tracking Navigation Process Starts Anonymous ID DateTime Platform WebSite Category Section Article Store data in registration DB In a daily basis, data go to Corp. DB Mass advertising served and trackingADS Serving Anonymous ID Datetime WebSite ADS Reference ADS Category Platform Client Respond ? (Y/N) Store data in registration DB Analytics process starts
  • 16. 25 Audience Map Segmented Data 25 Cruise Ship Outdoor Jogging Basketball E Salud y Belleza Anonymous Travel & Leisure Sports
  • 17.
  • 18. Content Widget (Trending) Content Widget (Behavioral) Fixed Position (Editorial Team) Fixed Position (Editorial) Content Widget (Behavioral) Content Advertisement Widget Fixed Position Segmented Ad NON- Segmented Ad Segmented Ad NON Segmented Ad FPO Fixed Position (Editorial Team)
  • 23. 32
  • 24. Test Basic segments are part of the standard offerings as it has large volume/reach. Segments are typically based on Demographics (age, gender), Geographic, Technology, Behavior etc. Basic segments Signature segments Custom segments Signature segments are part of standard offering to premium clients. Segments are typically based on a combination of Basic segments but also includes user interests & intent. Custom segments are build on requests for premium clients. Highly targeted segments build on exact requirement list from clients. Typically low reach but very high CPM. Female student, mothers, Business traveler Food enthusiast, Looking for new car, Traveler in San Juan Diabetics or families of diabetics By focusing on three core segment types, you should be able to offer scalable products to mass and niche products of premium clients
  • 25. 34 Targeted Advertising is a KEY to develop GFR Media “performance pricing model”. 34
  • 26. Revenue Scenarios Using GFR Media Audiences DBMarketing (List Renting) Lead Generation + Online Surveys Targeted Advertising Targeted Content Transactional + E-Commerce Digital Subscription Print Subscriptions Data Cleansing Analytics Data Management
  • 27. 37 Other Initiatives • Digital Agency • Law 20 & 22 in Puerto Rico An opportunity to ceate business in Puerto Rico mostly export services with huge tax advantages. http://businessinpuertorico.com/ 37
  • 28. Thank you! Find your audience at http://www.audienceprofile.pr 38