Markets move on information—but when that information is fake or manipulated, investors lose money and manipulators profit. Coordinated misinformation campaigns spread across Twitter, Reddit, Telegram, and Discord, using bots, paid influencers, or fake accounts to hype up stocks, cryptocurrencies, or startup funding news.

FinGuard AI is a system that:

Scrapes multi-platform financial chatter (Twitter, Reddit, Telegram, news feeds).

Uses AI-driven credibility checks (fact-checking against reliable financial data sources, e.g., SEC filings, CoinMarketCap, Crunchbase).

Leverages graph analysis to detect coordinated posting (clusters of accounts pushing the same narrative).

Applies sentiment + anomaly detection to flag unnatural spikes in hype or fear.

Alerts investors in real time with a risk score and explanation (e.g., “30 coordinated accounts pushing fake news about XYZ coin”).