Before starting, I want to know if it works good with a CDN i.e. cloudfront

I don't think you can do http caching with GraphQL. You could use Apollo Engine for cache (i've not used it)

What would you be putting on a CDN? I use Cloudflare for my site static assets, but all requests to the API bypass any caching.