This document discusses how targeting buyers based on purchase data and lifestyle characteristics can improve marketing performance compared to traditional demographic targeting. It shows that buyer-based targeting strategies can achieve the same or better reach at lower cost. Specifically, targeting high-response brand buyers and potential category buyers was found to deliver more sales with fewer households reached than a standard demographic target. Retargeting analyses also revealed opportunities to optimize schedules to improve reach and reduce costs while maintaining constraints.
A case study marketing mix model for major department store retailer. The. data source is credit-card transactions, segmented among Millennial (18-24), Gen XZ (25-54) and Boomer (55+)age groups. This measures short & long-term advertjsing plus the impact of media creative. The work examines and evaluates this retailer's "Millennial's only" media targeting strategy.
Top 10 Data Science Practioner Pitfalls - Mark LandrySri Ambati
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- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata
Driving In-Store Sales with Real-Time Personalization. #h2ony
- Powered by the open source machine learning software H2O.ai. Contributors welcome at: https://github.com/h2oai
- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata
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A case study marketing mix model for major department store retailer. The. data source is credit-card transactions, segmented among Millennial (18-24), Gen XZ (25-54) and Boomer (55+)age groups. This measures short & long-term advertjsing plus the impact of media creative. The work examines and evaluates this retailer's "Millennial's only" media targeting strategy.
Top 10 Data Science Practioner Pitfalls - Mark LandrySri Ambati
Over-fitting, misread data, NAs, collinear column elimination and other common issues play havoc in the day of practicing data scientist. In this talk, we review top 10 common pitfalls and steps to avoid them. #h2ony
- Powered by the open source machine learning software H2O.ai. Contributors welcome at: https://github.com/h2oai
- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata
Driving In-Store Sales with Real-Time Personalization. #h2ony
- Powered by the open source machine learning software H2O.ai. Contributors welcome at: https://github.com/h2oai
- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata
Digital Path to Purchase: From Content to ConversionTrepoint
Why does some content convert and other content fall flat? In this presentation, Bill Carmody provides the answers as well as a 3rd party case study from Nielsen Catalina.
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How-to demystify social media ROI
Which KPIs support the various business goals you may have
How to create better content to support different business goals
Watch On-Demand: https://www.falcon.io/cmp/roi-resources/
Excerpts from a detailed online (non panel based) brand health study done for an FMCG client of PixelRush Digital. Kindly contact us on 'query[at]pixelrush.in' if you require a similar or any other kind of consumer study commissioned.
Everyone is clamoring for the attention of your customers, and the commotion is making them tune out. How do you cut through all of the racket so you can reach the people who actually want what you have to offer? We surveyed 150 marketers to find out, and the results are in The State of Customer Acquisition, a report that outlines the strategies and tactics they found most effective.
Hear from TOMS’ Director of Customer Experience, Stacy Carpenter, and SheerID’s Vice President, Bill Schneider, for a 45-minute webinar in which they share the report’s top findings and discuss:
* New techniques to differentiate your message
* Which type of promotions are most effective and why
* How to lower your customer acquisition costs
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One thing everyone can agree on is that the “new buyer’s journey” is changing how customers buy everything from cars to firewalls. The traditional roles of sales and marketing are changing like never before. Add the complexity of selling through an indirect channel and things can start to feel pretty complicated. The good news is that there are practical approaches that help align channel marketing and sales to help smooth these seemingly troubled waters.
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"B2B Domination: Marketing's huge opportunity to drive profitable growth" webinar by Regalix.
Presenter: Sean Geehan
Key Takeaways from the webinar:
• Unraveling the differences between B2B and B2C
• Increasing marketing’s credibility with the Leadership team
• Aligning strategies to market needs
• Engaging & leveraging your most valuable customers
• Achieving sustainable, predictable and profitable growth
You can watch the archived version of the webinar by visiting this link - http://bit.ly/1g0CSG2
Get the DL on ROI: How To Calculate Social Media ROI for BusinessFalcon.io
Measuring social media ROI is key to building and refining your social marketing strategy. It shows you what’s working and what’s not—allowing you to shift resources and tactics to be more effective. But how do you calculate ROI? There is a straightforward two-part formula that focuses on Return and Investment. This session aims to cover a wide variety of business goals (brand awareness, revenue, customer satisfaction, etc.) to follow and most importantly showcase how to calculate ROI step by step. You’ll learn:
How-to demystify social media ROI
Which KPIs support the various business goals you may have
How to create better content to support different business goals
Watch On-Demand: https://www.falcon.io/cmp/roi-resources/
Excerpts from a detailed online (non panel based) brand health study done for an FMCG client of PixelRush Digital. Kindly contact us on 'query[at]pixelrush.in' if you require a similar or any other kind of consumer study commissioned.
Everyone is clamoring for the attention of your customers, and the commotion is making them tune out. How do you cut through all of the racket so you can reach the people who actually want what you have to offer? We surveyed 150 marketers to find out, and the results are in The State of Customer Acquisition, a report that outlines the strategies and tactics they found most effective.
Hear from TOMS’ Director of Customer Experience, Stacy Carpenter, and SheerID’s Vice President, Bill Schneider, for a 45-minute webinar in which they share the report’s top findings and discuss:
* New techniques to differentiate your message
* Which type of promotions are most effective and why
* How to lower your customer acquisition costs
IZEA's in-depth look at content marketing and influencer marketing in the United States, from the perspective of influencers, content creators, marketers and consumers.
As a follow up to the very popular Marketing Misalignment webinar, the second installment will take a deeper look into the breakdown in the engagement between the changing B2B buyer and present real world examples of how marketers can improve their program results through improved engagement and tracking techniques.
One thing everyone can agree on is that the “new buyer’s journey” is changing how customers buy everything from cars to firewalls. The traditional roles of sales and marketing are changing like never before. Add the complexity of selling through an indirect channel and things can start to feel pretty complicated. The good news is that there are practical approaches that help align channel marketing and sales to help smooth these seemingly troubled waters.
20 Key Insights for Success in Account-Based MarketingDemandbase
The last few years have seen a dramatic increase in the awareness of Account-Based Marketing as marketers strive to increase the performance of their programs. We recently teamed up with DemandMetric to conduct a research study on Account-Based Marketing adoption and usage among B2B marketing companies. This 45-minute webinar will showcase more than 20 key findings on the latest trends in adoption, readiness, and business impact of ABM. You’ll also walk away with steps you need to take to successfully execute an ABM strategy.
B2B Domination: Marketing's huge opportunity to drive profitable growthRegalix
"B2B Domination: Marketing's huge opportunity to drive profitable growth" webinar by Regalix.
Presenter: Sean Geehan
Key Takeaways from the webinar:
• Unraveling the differences between B2B and B2C
• Increasing marketing’s credibility with the Leadership team
• Aligning strategies to market needs
• Engaging & leveraging your most valuable customers
• Achieving sustainable, predictable and profitable growth
You can watch the archived version of the webinar by visiting this link - http://bit.ly/1g0CSG2
B2B Domination: Marketing's huge opportunity to drive profitable growth
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
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