News Sentiment Buy — Act Early on AI-Scored Headlines & Social
Prices can reprice within minutes after key headlines. Fintx applies NLP to real-time news and social chatter to surface early buy candidates, estimate impact persistence (sentiment half-life), and provide event-aware entries. Move with the narrative—not after it’s priced in.
How the Sentiment Engine Works
- Headline & Body Scoring (NLP): polarity, subjectivity, entity impact, uncertainty
- Surprise Index: deviation from expectations (macro prints, guidance, policy)
- Sentiment Half-Life: projected decay curve to time entries before momentum fades
- Social Velocity: post volume, influencer weight, disagreement (controversy) score
- Confluence: news/social alignment with price/volume regime and liquidity filters
Scores refresh continuously as new headlines and social signals arrive.
Entry/Exit Framework for News-Driven Buys
- Entry: trade inside the AI entry window after a confirming candle or volume thrust
- Invalidation: narrative flip (sentiment drops), structural break, or volatility breach
- Scaling: add on sustained sentiment & breadth; avoid when liquidity thins
- Targets: partial at first target; trail remainder via structure/ATR or decay timer
Compare Symbols by Headline & Social Sentiment
Rank symbols by composite sentiment (news + social) with factor breakdowns. Prefer ideas where narrative, price and liquidity align; avoid isolated hype without confirmation.
Event Risk & False Positives
Beware of one-off headlines, low-float squeezes, or delayed denials. Fintx flags source reliability and follow-up items; reduce size near policy statements or earnings calls. Size positions to volatility bands, not conviction alone.
Common Pitfalls (and Fixes)
- Chasing the first spike → wait for a confirming candle within the AI window
- Ignoring liquidity → use filters to avoid slippage traps
- Overstaying the story → respect the sentiment half-life and exit plan
FAQ
Do high scores guarantee upside? No—scores tilt odds; risk controls are essential.
How often is it updated? Continuously with new headlines and social signals.
Can I combine with technicals? Yes—confluence with structure/volume improves outcomes.
Trade the Narrative, Not the Lag
Open the live list, compare sentiment factors, and execute where news, social and price action converge.
AI assisted data
Traditional data
