Just because a site was built by an agency doesn't mean that the client still has a relationship with them. Reach out to the website owners and see if they would be interested in talking about a redesign.
Sorry if this should be obvious. I know there's people on here with a lot of experience and would know the ways that are best received by the potential clients.