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Precision
Marketing
Playbook:
What Segments and
Strategies Drive the
Most Sales?
Leslie Wood
Chief Research Officer
Nielsen Catalina Solutions
Meg Bluth
Director, Media & Digital Insights
The Coca-Cola Company
Jeff Chaban
Global SVP,
Business Integration & Analytics
Starcom MediaVest Group
Technology Has Revolutionized Media
Activation And Therefore Measurement
Changed The Way We Live
Our Daily Lives
How We Target,
Plan And Buy
It’s Time To Evolve
How We Think About Audiences
Demo
Geo
Lifestyle
Purchase
Direct 1-to-1 Match
Think About the Data Mix as well as Media Mix
TV
45%
Search
20%
Display
12%
Online
Video
11%
Social 3%
Mobile 3%
Radio 3%
Print 2%
OOH 1%
Media
Mix
Purchase
70%
Lifestyle
15%
Financial
7%
Geo 5%
Demo 3%
Data
Mix
Understanding your Shopper’s Purchase Graph & Cycles
BUYER SCORE
 Lifestyle
 Financial
 Demo & Geo
 Time
Hair Care
Oral Care
Pets
Snacks
Beverage Food
Family
Care
The Right Audience For Any Marketing Objective
2. CURRENT CUSTOMERS
Deliver Heavy Brand-buyers, Reward Loyalty
1. PROSPECT
Build Awareness & Trial Among Known Category Buyers
3. LOST CUSTOMER
Target Lapsed Brand Buyers & Heavy Category Buyers
Customer Lifecycle
Acquire
Retain
Grow Loyalty
Reactivate
Win Back
Selecting A Buyer Target
Non-Category Buyers
Category Buyers
Unlikely Brand Buyers Likely Brand Buyers
Where Does Penetration Come From?
Choice FragmentationNon-Brand Buyers
48 56 10924
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
Additional
Brands
Non-Category Buyers Category Buyers
Unlikely Brand Buyers Likely Brand Buyers
Baby Care
RTE
Desserts
Oral Hygiene
Carbonated
Soft Drinks
Juice
Choice Fragmentation Of Non-Brand Buyers
* Index of
Responsiveness = %
Contribution to Total
Campaign Response /
% Contribution to
Reached Households
17 43 138
48 41 403
41 79 129
18 59 104
20 137 492
% Contribution to
Reached
Households
% Contribution To
Total Campaign
Response
Brand Buyers
Low
Share-Of-Requirements (SOR)
Moderate
Share-Of-Requirements (SOR)
High
Share-Of-Requirements (SOR)
Brand Buyers: Brand Loyalty Influences Ad Response
Simply Orange® juice
300 243 224
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
Brand-Buyers
Low SOR Med SOR High SOR
Light
Category Buyers
Medium
Category Buyers
Heavy
Category Buyers
Brand Buyers: Response by Buyer Segments
316 275 234
246 228 298
229 178 152
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
Non-Category
Buyer
Non-Brand Buyers Brand-Buyers
Unlikely Likely Low SOR Med SOR High SOR
Light
Category Buyers
Medium
Category Buyers
Heavy
Category Buyers
68 130 229 178 152
Brand Buyers: Response by Buyer Segments
24
36 119 316 275 234
44 93 246 228 298
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
Non-Category
Buyer
Non-Brand Buyers Brand-Buyers
Unlikely Likely Low SOR Med SOR High SOR
Light
Category Buyers
Medium
Category Buyers
Heavy
Category Buyers
68 130 229 178 152
Target Potential Buyers for Penetration Strategy
24
36 119 316 275 234
44 93 246 228 298
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
12.5% of HHs
13.8% of
Incremental $
Index: 109
Non-Category
Buyer
Non-Brand Buyers Brand-Buyers
Unlikely Likely Low SOR Med SOR High SOR
Light
Category Buyers
Medium
Category Buyers
Heavy
Category Buyers
68 130 229 178 152
Target Brand Buyers to Increase Sales
24
36 119 316 275 234
44 93 246 228 298
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
24.9% of HHs
63.7% of
Incremental $
Index: 256
Non-Category
Buyer
Non-Brand Buyers Brand-Buyers
Unlikely Likely Low SOR Med SOR High SOR
Light
Category Buyers
Medium
Category Buyers
Heavy
Category Buyers
68 130 229 178 152
Target All High Responders to Maximize Short-Term Response
24
36 119 316 275 234
44 93 246 228 298
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
31.4% of HHs
71.8% of
Incremental $
Index: 229
Non-Category
Buyer
Non-Brand Buyers Brand-Buyers
Unlikely Likely Low SOR Med SOR High SOR
Light
Category Buyers
Medium
Category Buyers
Heavy
Category Buyers
68 130 229 178 152
234
44 93 246 228 298
Simply Orange® Targets Potentials and High Responders
24
36 119 316 275
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
32.1% of HHs
67.3% of
Incremental $
Index: 210
DEMO TARGET All Other HH BUYER TARGET All Other HH
Buyer Targets Generate Higher Response
204 4385
…accounts for …and …but contributes
Demo Target 50% of HHs 51% of Impressions 57% of dollars
Buyer Target 32% of HHs 32% of Impressions 72% of dollars
115
* Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households
% Contribution to Reached Households % Contribution To Total Campaign Response
Original Plan Optimization Within
Constraints
Open-ended Optimization
Without Constraints
Alternative Buys
• SMG used the Buyer Target and re-Optimized the schedule
Reach Cost
+ 0.8% Reach
- 6% Cost
- 17% Cost
+ 2.2% Reach
Coca-Cola Company Comments
• The NCS model allowed us a window into a different way of purchasing
• Viewership between the media target (demo) and the optimized
purchase target is quite different
• Potential for significant reach and cost efficiencies exist
• Next step would be to test for sales effectiveness
Thank you.

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Precision-Marketing-Playbook

  • 1.
  • 2. Precision Marketing Playbook: What Segments and Strategies Drive the Most Sales? Leslie Wood Chief Research Officer Nielsen Catalina Solutions Meg Bluth Director, Media & Digital Insights The Coca-Cola Company Jeff Chaban Global SVP, Business Integration & Analytics Starcom MediaVest Group
  • 3. Technology Has Revolutionized Media Activation And Therefore Measurement
  • 4. Changed The Way We Live Our Daily Lives
  • 6. It’s Time To Evolve How We Think About Audiences Demo Geo Lifestyle Purchase Direct 1-to-1 Match
  • 7. Think About the Data Mix as well as Media Mix TV 45% Search 20% Display 12% Online Video 11% Social 3% Mobile 3% Radio 3% Print 2% OOH 1% Media Mix Purchase 70% Lifestyle 15% Financial 7% Geo 5% Demo 3% Data Mix
  • 8. Understanding your Shopper’s Purchase Graph & Cycles BUYER SCORE  Lifestyle  Financial  Demo & Geo  Time Hair Care Oral Care Pets Snacks Beverage Food Family Care
  • 9. The Right Audience For Any Marketing Objective 2. CURRENT CUSTOMERS Deliver Heavy Brand-buyers, Reward Loyalty 1. PROSPECT Build Awareness & Trial Among Known Category Buyers 3. LOST CUSTOMER Target Lapsed Brand Buyers & Heavy Category Buyers Customer Lifecycle Acquire Retain Grow Loyalty Reactivate Win Back
  • 11. Non-Category Buyers Category Buyers Unlikely Brand Buyers Likely Brand Buyers Where Does Penetration Come From? Choice FragmentationNon-Brand Buyers 48 56 10924 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response
  • 12. Additional Brands Non-Category Buyers Category Buyers Unlikely Brand Buyers Likely Brand Buyers Baby Care RTE Desserts Oral Hygiene Carbonated Soft Drinks Juice Choice Fragmentation Of Non-Brand Buyers * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households 17 43 138 48 41 403 41 79 129 18 59 104 20 137 492 % Contribution to Reached Households % Contribution To Total Campaign Response
  • 13. Brand Buyers Low Share-Of-Requirements (SOR) Moderate Share-Of-Requirements (SOR) High Share-Of-Requirements (SOR) Brand Buyers: Brand Loyalty Influences Ad Response Simply Orange® juice 300 243 224 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response
  • 14. Brand-Buyers Low SOR Med SOR High SOR Light Category Buyers Medium Category Buyers Heavy Category Buyers Brand Buyers: Response by Buyer Segments 316 275 234 246 228 298 229 178 152 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response
  • 15. Non-Category Buyer Non-Brand Buyers Brand-Buyers Unlikely Likely Low SOR Med SOR High SOR Light Category Buyers Medium Category Buyers Heavy Category Buyers 68 130 229 178 152 Brand Buyers: Response by Buyer Segments 24 36 119 316 275 234 44 93 246 228 298 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response
  • 16. Non-Category Buyer Non-Brand Buyers Brand-Buyers Unlikely Likely Low SOR Med SOR High SOR Light Category Buyers Medium Category Buyers Heavy Category Buyers 68 130 229 178 152 Target Potential Buyers for Penetration Strategy 24 36 119 316 275 234 44 93 246 228 298 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response 12.5% of HHs 13.8% of Incremental $ Index: 109
  • 17. Non-Category Buyer Non-Brand Buyers Brand-Buyers Unlikely Likely Low SOR Med SOR High SOR Light Category Buyers Medium Category Buyers Heavy Category Buyers 68 130 229 178 152 Target Brand Buyers to Increase Sales 24 36 119 316 275 234 44 93 246 228 298 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response 24.9% of HHs 63.7% of Incremental $ Index: 256
  • 18. Non-Category Buyer Non-Brand Buyers Brand-Buyers Unlikely Likely Low SOR Med SOR High SOR Light Category Buyers Medium Category Buyers Heavy Category Buyers 68 130 229 178 152 Target All High Responders to Maximize Short-Term Response 24 36 119 316 275 234 44 93 246 228 298 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response 31.4% of HHs 71.8% of Incremental $ Index: 229
  • 19. Non-Category Buyer Non-Brand Buyers Brand-Buyers Unlikely Likely Low SOR Med SOR High SOR Light Category Buyers Medium Category Buyers Heavy Category Buyers 68 130 229 178 152 234 44 93 246 228 298 Simply Orange® Targets Potentials and High Responders 24 36 119 316 275 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response 32.1% of HHs 67.3% of Incremental $ Index: 210
  • 20. DEMO TARGET All Other HH BUYER TARGET All Other HH Buyer Targets Generate Higher Response 204 4385 …accounts for …and …but contributes Demo Target 50% of HHs 51% of Impressions 57% of dollars Buyer Target 32% of HHs 32% of Impressions 72% of dollars 115 * Index of Responsiveness = % Contribution to Total Campaign Response / % Contribution to Reached Households % Contribution to Reached Households % Contribution To Total Campaign Response
  • 21. Original Plan Optimization Within Constraints Open-ended Optimization Without Constraints Alternative Buys • SMG used the Buyer Target and re-Optimized the schedule Reach Cost + 0.8% Reach - 6% Cost - 17% Cost + 2.2% Reach
  • 22. Coca-Cola Company Comments • The NCS model allowed us a window into a different way of purchasing • Viewership between the media target (demo) and the optimized purchase target is quite different • Potential for significant reach and cost efficiencies exist • Next step would be to test for sales effectiveness