← heapsort
CASE30

Sustained Impact of Agentic Personalisation in Marketing: A Longitudinal Case Study

arXiv CS.AIΒ·April 13, 2026

This 11-month longitudinal case study analyzes the impact of agentic personalization in marketing, comparing active human management with autonomously operating agents. The results suggest that active human management generates the highest lift in engagement metrics, raising questions about sustained performance without oversight.

Read original β†—