Outline
Database Marketing: An Introduction and Strategic Overview
What is database marketing? How is it different from direct marketing and CRM?
What are the key benefits?
Is database marketing likely to succeed in your industry?
What are the key phases of database marketing?
The Role of Strategy and Planning
Conduct situation analysis including resource assessment and market factors
Set quantifiable marketing objectives
Develop long-term strategy for reaching the marketing objectives
Establish marketing programs for pricing, promotion, product and placement
Create methods to test, track, and compare performance to objectives
Building the Foundation: A Marketing Database
Test your knowledge: What are the different types of marketing databases?
What are the key components of a marketing database?
Learn about the different types of available data and sources
Know the sources of data that can enhance your marketing database
Clearing up confusion about Customer Data Integration (CDI)
Define and explain the importance of CDI
Understand the value of data marts
Find out the key processes in database development
Learn about key considerations in building marketing database capabilities
Management decisions such as in-house vs. outsourcing
Technical issues such as database models, application software, and platform choices
Eye-opening examples
Tapping into the Database with Effective Reporting, Profiling and Business Intelligence
The role of business intelligence in database marketing
Test your knowledge: What is the difference between reports, queries, OLAP, BI, dashboards and “What If” scenarios
Everyday applications of profiling
Understand the building block: Recency, Frequency, Monetary Analysis (RFM)
Mining the Database with Advanced Analytics
- Overview
- What is data mining?
What are the most frequently used data mining techniques?
Test your Knowledge: Statistical vs. Artificial Intelligence Techniques
How others are applying data mining to solve problems
- Using Predictive Modeling to Enhance Targeted Marketing
Basic principles of predictive modeling
Most frequently used types of models
Key steps in model development
What marketers need to know about modeling
Comparison of modeling techniques and which to use when: Regression vs. Neural Networks
Compute the ROI on a predictive model
Everyday applications of predictive modeling
- Learning Classification Techniques to Leverage Marketing Opportunities
A simple way to think about classification and CHAID
Compare CHAID to regression-based approaches
Examples and applications
- Applying Segmentation for Enhancing Relevance and Personalization
Basic concepts and types of segmentation
What are the different types of segmentation
What and why do marketers segment?
Why do marketers segment?
How to create segments using Cluster Analysis
The role of the marketer in developing a segmentation scheme
Real world applications: Strategic customer segmentation using Cluster Analysis
- Using Association and Sequences for Optimizing Bundles, Offers and Placement
Basic concepts underlying Association and Sequence Analysis
Frequently used applications: Market basket analysis/product affinity analysis
The most important things to understand about product affinity analysis
How measuring product affinity can pay off later
Real-life success stories
- Leveraging Customer Lifetime Value for Driving Strategic Decisions
What the fuss about Customer Lifetime Value is all about?
How do you estimate it?
Understand the different types of Customer Lifetime Value – before you jump in
Improve your decision-making using Customer Lifetime Value
Make accurate predictions about business growth
How to apply Customer Lifetime Value in your business?
Examples and applications
Managing Campaigns and Contact Strategies
What you may not understand about contact strategy
Why segment, target and manage contact strategies?
Multi-step targeting: Making it work
Multi-channel integration: The wave of the future
The secrets of contact strategy optimization
Steps to effective campaign management
The Internet and Database Marketing
The role of the internet in database marketing
The relationship between the internet and other database marketing media
The promise of personalization
What types of data can be collected from the Web?
Putting It All Together
Dive deep into effective database marketing: The benefits, costs, trends, issues, and success factors
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