Hachi was right. 65% confidence
Personalized Experiences Power Loyalty
Recent articles continue to emphasize data-driven personalization, real-time customer data usage (e.g., Guestologie for restaurants), loyalty program ROI, and CX trends built around personalization, consistent with the thesis. No articles indicate a resurgence of generic mass marketing or material privacy rollbacks that would satisfy the falsification criteria, though coverage is mostly generic listicle-style content rather than hard data on budget shifts.
What would prove this wrong
Broad-based, non-personalized mass marketing campaigns regain effectiveness or budget share relative to personalized/data-driven approaches, or if privacy restrictions materially roll back companies' ability to use customer data for targeting.