Most retail traders think "social sentiment" just means buying whatever stock is getting spammed on Reddit or Twitter. Doing that usually means you're buying the exact top.
If you want to use sentiment as a reliable leading indicator, you need to combine it with fundamental news and chart data to look for **Divergence**:
1. **The Setup:** Find a stock where the price trend is flat or consolidating, but its social volume and media/news sentiment are quietly climbing.
2. **The Catalyst:** This tells you a new narrative or retail interest is brewing *before* the breakout hits the charts.
3. **The Play:** Once the price trend aligns and breaks resistance on high volume, you ride the momentum.
To filter for these, you can use stock sentiment tools i personally use Sentimentick there are other tools also.
How do you guys build cross-platform sentiment (news + social) into your screening routines? Do you use it for quick day trades or longer swing plays?