Choose the right surface
Liquid names are easier to identify through activity, turnover, and market cap than through reputation.
Link the signal to context
Liquidity should be compared between sector peers because the same turnover means different things depending on scale.
Turn the flow into a routine
Use the rankings first, then the stock page to validate trade history, news flow, and document context.
