Ignoring all privacy issues and ways to deanonymize, one big area of risk I see for you is in your ability to filter content. One of the main benefits of people actively sharing is that they tend to add context as they do it. They comment on it, add tags, editorialize the title, and even based on where they're sharing it you can assume a little more about the content.
Without all of that, your only option for "applying filters" and determining "type of content user wants" is to do some kind of machine analysis. How reliably are you really going to be able to provide that? Especially for images, which on platforms like tumblr and imgur are often shared without any context (even titles or tags).