SignalScope harvests signals from Reddit, X/Twitter, SEC insider filings, and volume spikes — then uses AI to score, filter pump-and-dumps, and surface the tickers most likely to move.
How It Works6
Signal sources
11
P&D flags
4
Signal stages
From raw social chatter to validated, scored signals — SignalScope automates the entire pipeline.
Aggregates mentions from Reddit, X/Twitter, SEC insider filings, and volume data in a single scan.
AI models evaluate every signal for breakout potential with confidence scores and reasoning.
11 statistical flags plus AI edge-case assessment to catch and remove manipulated tickers.
Signals progress through Early, Forming, Confirmed, and Filtered stages as conviction grows.
Track positions against signals. See cost basis, current price, and P&L in real time.
Automated price snapshots at 1, 3, 7, and 30 days after signal detection to measure accuracy.
Every scan runs through a five-stage pipeline — from raw social data to validated, scored breakout candidates.
Scrape Reddit, X/Twitter, SEC filings, and volume data for ticker mentions.
Group signals by symbol, count sources, and calculate mention velocity.
AI models evaluate breakout potential with confidence scores and reasoning.
11 statistical flags plus AI assessment catch pump-and-dump schemes.
Surviving tickers get fundamentals, a report, and enter the dashboard.
Scrape Reddit, X/Twitter, SEC filings, and volume data for ticker mentions.
Group signals by symbol, count sources, and calculate mention velocity.
AI models evaluate breakout potential with confidence scores and reasoning.
11 statistical flags plus AI assessment catch pump-and-dump schemes.
Surviving tickers get fundamentals, a report, and enter the dashboard.
Detailed scoring weights, AI prompts, and filtering methodology are available on the Methodology page after signing in.
Four active data feeds monitored on every scan.
Monitors r/wallstreetbets, r/stocks, r/pennystocks, and other communities for trending tickers.
Searches X API v2 for stock-related posts from finance accounts and trending discussions.
Tracks C-suite insider purchases over $50K from OpenInsider and EDGAR RSS feeds.
Flags stocks trading at 2x+ their average volume — a classic breakout precursor.