This up-to-date (February 2025) survey paper examines how NLP tools and datasets are being used to identify greenwashing in corporate communication. It reviews methods for detecting misleading claims, explores intermediate tasks in the detection pipeline and outlines limitations and future directions, making it highly relevant for organizations aiming to monitor honesty in storytelling or build internal auditing tools.