Most Reddit stock trackers just count mentions and hand you a score.
Ropollo reads every mention in context — distinguishing genuine
stock references from ordinary word collisions, preserving source
evidence, and connecting social momentum with prices, SEC filings,
and short-interest data. The goal isn't a buy signal. It's a
research lead you can actually verify. Methodology is public.
Limitations are documented. No black-box scores.
