Duplicate Content across Websites Managed by the Same Company
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It's a very real possibility that Google will tag these sites as duplicate content, and only rank the "original" content creator - whatever it deems that to be.
It may be more productive to have one site, and a location-specific page for each site. You can 301 redirect the unique URLs to each location-specific page if you still want to have unique domain names for each location.