Officers at the scene said the raid occurred today at around 5:30 am (0330 GMT). A Paris police spokesman declined to answer questions about the incident. A Chanel representative did not return a message seeking comment.
The French capital has seen a series of brazen raids targeting high-end retailers in recent years.