The private keys are in the requester's browser. So if anyone gets a hold of the URL, they'll see nothing.
For example, here's a secret I just put into Retriever. Are you able to see it? https://retriever.corgea.io/#eyJhbGciOiJSU0EtT0FFUC0yNTYiLCJ...