Cloned Image on Win7 with Team Viewer Question

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I've glanced thru the forums, and the help page https://www.teamviewer.com/en/help/460-how-do-i-use-teamviewer-on-cloned-systems

What would happen if I create a clone of an image of a Windows 7 OS with Team Viewer, but all of the PC's using the same device name (and would also say no password or a general password our company would use)?

Would there be issues trying to remote into the PCs in the future?  (ie: trying to get to "Super User PC" at customer location 456 might take me to "Super User PC" at customer location 333)