Bit of both - the sources are "curated" and then we automatically discover other sources. A big part of what the software does is to establish source quality and authority.
The taxonomy automatically evolves - so for example during Halloween, words related to Halloween rise into the statistics even though we never manually seeded those words into our system.
Our product is quite niche and B2B, though very much has a technology and internet focus. Ask away with any questions.