Discovery should not be the last stop
The public screener is meant to narrow attention, not close the loop by itself. Users should be able to move from a candidate list into the relevant ticker page and then into a scenario workspace without losing context.
Why workflow labels matter
Coverage and workflow-ready labels make it obvious whether a candidate can move through the full research chain right now. That is especially important for income assets where a symbol may be tracked before every supporting dataset is live.
What stays public
Histometrics keeps the discovery surfaces public and indexable, while saved scenarios and memo/share flows remain directly accessible but out of the main search surface.