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Updated: Feb 6, 2026

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Summary
Online retailers can optimize marketing spend by understanding customer lifetime value. Affiliate marketing and data analysis allow for efficient customer acquisition, unlike traditional advertising
Area of Science:
- E-commerce
- Digital Marketing
- Business Strategy
Background:
- Many online retailers overspend on customer acquisition.
- Traditional marketing lacks clear ROI measurement.
- Understanding customer economics is crucial for sustainable growth.
Purpose of the Study:
- To demonstrate an effective customer acquisition strategy for online retailers.
- To highlight the benefits of affiliate marketing and data-driven decisions.
- To challenge the notion that marketing spend is inherently wasteful.
Main Methods:
- Implementing an affiliate marketing program (BuyWeb).
- Utilizing website data to calculate customer lifetime value (CLV).
- Informing traditional advertising spend based on CLV data.
Main Results:
- Affiliate marketing provides a performance-based, efficient acquisition channel.
- Customer lifetime value analysis enables informed investment in broader advertising.
- CDnow's strategy offers a measurable approach to marketing ROI.
Conclusions:
- Data-driven strategies, like affiliate marketing and CLV analysis, allow online businesses to effectively manage and optimize customer acquisition costs.
- This approach provides a clear understanding of marketing effectiveness, contrasting with traditional advertising's inherent uncertainties.
- CDnow's model offers a scalable solution for profitable online retail growth.
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