Definitely try an appeal, there isn't much to lose.
If you decide not to appeal then you could also look in to making a complaint with the local government ombudsman, although they can't change the outcome of the application, they can force the council to pay a financial remedy if they deem you were given any of the following:
inaccurate information about procedures or planning law
misleading advice in advance of making an application, or
no or an inadequate response to correspondence about your development proposals before an application is made or determined.
https://www.lgo.org.uk/make-a-complaint/fact-sheets/planning-and-building-control/how-your-application-for-planning-permission-is-dealt-with