Data & APIfinancetradingalertsdata

Retail investor sentiment alerts

Build a service detecting unusual retail trading activity patterns. Serve professional traders.

Why now

Obsession with following retail movements reveals pros' need for early anomaly detection.

Who for
Professional traders
Business model
Institutional subscriptions
Effort
A few months

Hedge funds want to frontrun meme stocks but lack real-time visibility into retail forums.

Analyze brokerage API data, social chatter, and options flow to flag unusual activity. Charge for institutional-grade alerts.

Start with Discord/Reddit sentiment tracking. Regulatory scrutiny is an ever-present risk.

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Retail investor sentiment alerts — Ideas