Awesome. Curious, what are you using to scrape sources, and for social counts?

Not OP, but I'm doing something similar with huginn [0]; I use it to scrape deals and sent POST requests to an Azure ml web service, which is output as RSS.

[0]: https://github.com/huginn/huginn