Open Graph with API driven data

We just launched a movie festival site ( that fetches data from en external source for showing program, calendar and movies.

The question is: has anyone had experience with this and how to connect the data with the Open Graph or SEO so we could generate a nicer page for search and for sharing a movie on FB or similar?

Thank you all in advance