Loyalty Program Design as a Zero-Party Data Engine
Loyalty programs drive customer data growth through valued preference exchanges.
Priya Subramaniam
Section
Zero-Party Data Economics
8 stories in Zero-Party Data Economics.
Zero-Party Data Incentive Structures That Sustain Disclosure
Consumers share data when brands visibly use it to improve their experience.
Theodora Kaczmarek
Quiz and Survey Funnel Revenue Lift in Direct-to-Consumer Brands
Declared preferences from quizzes unlock ongoing revenue through segmented email and SMS campaigns.
Deshawn Calloway-Firth
Preference Center ROI in Subscription E-Commerce
Letting subscribers customize their experience can cut cancellation rates and boost lifetime value.
Theodora Kaczmarek
Preference Data Decay Rates and Update Frequency Economics
Stale models waste money, but frequent updates can erase knowledge and deepen misalignment.
Deshawn Calloway-Firth
Declared Data Accuracy Versus Inferred Data in Personalization Engines
Declared data stops drifting over time, but inferred data degrades silently.
Theodora Kaczmarek
Zero-Party Data Monetization Models for Media Publishers
Publishers can rebuild ad revenue by monetizing the data audiences willingly share.
Priya Subramaniam
Zero-Party Data Collection in Regulated Industries Under GDPR and CCPA
Regulators now favor voluntary data sharing over passive collection to satisfy privacy law.
Deshawn Calloway-Firth