Spot breakout stocks
before the crowd
AI-scored signals from eight data sources — social, insider filings, Congress, options flow, and prediction markets — with pump-and-dump filtering and a public ML backtest.
Free — no credit card required.
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AI agent? Access live breakout signal data via x402 micropayments — no account or signup required.
Everything you need to find breakouts
From raw social chatter to validated, scored signals — SignalScope automates the entire pipeline.
Multi-source monitoring
Aggregates signals from 8 sources — Reddit, X/Twitter, StockTwits, SEC insider filings, congressional trades, options flow, volume data, and Polymarket prediction markets — in a single scan.
AI scoring & ML backtesting
Two scores: AI confidence (how strong the evidence is) and Opportunity (how early you are). A public LightGBM backtest continuously refines thresholds as data grows.
Pump & dump filter
13 statistical flags plus AI edge-case assessment to catch and remove manipulated tickers before they reach the dashboard.
Signal stages
Signals progress through Emerging, Building, Consensus, and Filtered as conviction grows across sources.
Performance & trending
Automated price snapshots at 1d, 3d, 7d, and 30d. Cross-scan trending shows which tickers are gaining or losing momentum.
AI Agent & x402 payments
Connect any LLM via the Agent Skill or access data instantly via the x402 protocol — pay per call in USDC on Base, no registration required.
How it works
Every scan runs through a five-stage pipeline — from raw social data to validated, scored breakout candidates.
Listen
Scan Reddit, X, StockTwits, SEC filings, Congress trades, options flow, volume, and Polymarket for every ticker mention and catalyst.
Group
Cluster by symbol, count independent sources, and measure how fast mentions are accelerating.
Score
AI rates the evidence (confidence) and ranks how early you are (Opportunity score) — the earlier, the bigger the edge.
Filter
13 statistical flags plus an AI review strip out pump-and-dump patterns before anything reaches you.
Deliver
Survivors get fundamentals, a full report, and a clear trade setup on the dashboard.
Listen
Scan Reddit, X, StockTwits, SEC filings, Congress trades, options flow, volume, and Polymarket for every ticker mention and catalyst.
Group
Cluster by symbol, count independent sources, and measure how fast mentions are accelerating.
Score
AI rates the evidence (confidence) and ranks how early you are (Opportunity score) — the earlier, the bigger the edge.
Filter
13 statistical flags plus an AI review strip out pump-and-dump patterns before anything reaches you.
Deliver
Survivors get fundamentals, a full report, and a clear trade setup on the dashboard.
Detailed scoring weights, AI prompts, and filtering methodology are available on the public Methodology page.
Signal sources
Eight data feeds monitored on every scan — from social chatter to institutional filings and prediction markets.
17 subreddits including r/wallstreetbets, r/stocks, and r/pennystocks.
X / Twitter
X API v2 searches for stock-related trending discussions.
StockTwits
Trending tickers for real-time retail sentiment.
SEC Insider
C-suite purchases over $50K from OpenInsider and EDGAR.
Congress
Congressional stock purchases from STOCK Act disclosures.
Options Flow
Unusual call volume, OTM activity, call sweeps, and net premium flow.
Volume Spike
Stocks trading at 2x+ average volume.
Polymarket
Active prediction markets for price targets, earnings, mergers, FDA approvals, and S&P 500 inclusions.
Source weights, scoring formulas, and per-source heuristics are explained on the methodology page.
Continuously learning
SignalScope doesn't just detect signals — it measures what happens next and feeds the results back into the model.
Track prices
Automated snapshots 3× daily
Measure returns
1d, 3d, 7d, 30d after detection
Train model
LightGBM with feature importance
Optimize
Refine thresholds & filters
↺ cycle repeats each scan
Every signal's real-world outcome is tracked and fed back into the model. Read the full story in How our ML model evolved from Ridge to LightGBM.
Built for AI agents
Two ways to give your AI access to live breakout signal data — no account required to get started.
x402 micropayments
No registration needed
The x402 protocol lets AI agents pay per call in USDC on Base — no account, no API key, no subscription. Just send the request and pay the 402.
- From $0.005 per data call
- USDC on Base (L2) — near-zero gas
- Atomic: only charged on success
- Works with any x402-compatible client
API key + Agent Skill
For registered users
Register for full access including portfolio management, watchlists, and performance tracking. Connect any LLM via the Agent Skill.
Register
Create a free account — no credit card needed.
Get API key
Generate a key from your Profile page in one click.
Install skill
Add the Agent Skill to Claude, ChatGPT, or any LLM.
Full access: signals, portfolio, watchlist, performance
Compare plans side-by-side on the pricing page.
Ready to find the next breakout?
Free to use. No credit card required.