TRADEAI NEWS
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AI SIGNAL ENGINE

AI Stock Signals Built for
Fast-Moving US Equities

TradeAI News uses a 6-layer AI scoring engine to detect market-moving catalysts and deliver actionable stock signals before the price reacts. Each signal includes a TMS (Top Mover Score) from 0–100, the catalyst type, direction, and price at detection — delivered to Telegram and the dashboard in under 2 minutes.

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26+
Data sources monitored
< 2 min
Detection to delivery
6-layer
AI scoring engine
0–100
TMS score range

How AI Stock Signals Work

Every signal on TradeAI News goes through a deterministic six-stage scoring pipeline before it reaches your Telegram or dashboard. The pipeline runs continuously, processing events from 26+ financial data sources in near real-time.

Sentiment analysis
The headline and event text are processed by an NLP model trained on financial content that scores sentiment polarity, surprise magnitude, and novelty. A surprise earnings beat with strong language scores significantly higher than a routine analyst note.
Catalyst classification
40+ event types are automatically identified: FDA decision, earnings beat/miss, M&A announcement, SEC filing (8-K, S-1, insider transaction), analyst action, dark pool print, or unusual options activity. Classification determines which downstream scoring modules activate.
Market microstructure
For equity catalysts, the system checks intraday price trend, volume relative to 20-day average, and order flow analysis at the time of detection. A catalyst firing into an already-trending stock with elevated volume scores higher than the same catalyst on a flat, low-volume day.
Options intelligence
The system checks recent unusual options activity for the ticker: IV spikes above the 90th percentile, large OTM sweep purchases, and put/call ratio extremes. Institutional options positioning before a news event often amplifies the TMS score significantly.
Composite scoring
Layer scores are combined using a weighted fusion model calibrated on historical outcomes. The model adjusts weights dynamically based on catalyst type — options flow matters more for earnings events, while sentiment matters more for FDA catalysts.
Historical pattern matching
A semantic representation of the event is compared against thousands of historical events. If the current event closely resembles past events that led to significant price moves, the score is boosted. This gives the system pattern memory across its full signal history.

What Makes a Signal Actionable?

Not every event detected by the pipeline becomes a published signal. The TMS threshold system filters out noise and ensures only signals with meaningful conviction reach the dashboard and Telegram channels.

SEND NOW
TMS ≥ 82
Highest conviction. Immediate delivery. Price reaction expected within minutes.
SEND PREMIUM
TMS 68–81
Elevated conviction. Delivered to all paid tiers. Near-term price movement likely.
WATCH
TMS 55–67
Moderate conviction. Delivered to Pro and Elite. Situational awareness, not immediate action.

Signal Types Covered

TradeAI News monitors a broad range of catalyst categories across US equities. Each catalyst type activates specific scoring modules in the pipeline, and the output is always a unified TMS score that normalizes across catalyst types.

→FDA drug approvals and clinical trial decisions
→Earnings beats and misses vs Wall Street consensus
→Merger, acquisition, and buyout announcements
→SEC filings — 8-K, S-1, insider buying/selling (Form 4)
→Unusual options activity and large sweep orders
→Dark pool block trades from institutional players
→Analyst upgrades, downgrades, and price target changes
→Short squeeze setups — high short float + momentum
→Geopolitical and macro events affecting specific sectors
→Premarket catalysts from 4am ET onward

How Fast Are the Alerts?

Speed is the core value proposition. Most retail traders see a stock move 15–30 minutes after the catalyst fires — by then, the opportunity has already moved. TradeAI News is designed to close that gap.

The full detection-to-delivery pipeline runs in under 2 minutes: event ingestion (seconds), NLP processing and scoring (20–40 seconds), threshold evaluation and formatting (10–20 seconds), and Telegram delivery (seconds). Dashboard signals appear in real time as soon as scoring completes.

For comparison, standard financial news wires deliver headlines in 1–3 minutes with no scoring. Social feeds can surface events faster but with high noise and zero scoring. TradeAI News sits between raw speed and structured intelligence.

Who Are AI Stock Signals For?

Day traders
Capture intraday momentum from high-conviction catalysts. SEND NOW signals give you a structured entry point with context.
Premarket traders
Get FDA decisions, earnings releases, and SEC filings before 9:30am ET. Full premarket coverage from 4am.
News-driven traders
Replace noise-heavy social feeds with a filtered, scored signal stream. Only see what is statistically significant.
Small-cap traders
Small-cap stocks react more violently to catalysts. TradeAI News covers all market caps, including micro-cap movers.
Options traders
Use options flow signals alongside news signals to confirm directional conviction before entering a position.
Systematic traders
Access signals programmatically via the REST API (Elite plan) for integration into custom workflows.

Plans That Include Full AI Signals

Basic
$29/mo
✓ Real-time signal feed
✓ Telegram alerts
✓ Email alerts (3 tickers)
✓ Financial calendar
Get Basic
Pro
$79/mo
✓ Everything in Basic
✓ Options Flow Scanner
✓ Dark Pool Tracker
✓ 10 email alert tickers
Get Pro
Elite
$149/mo
✓ Everything in Pro
✓ REST API access (3 keys)
✓ 25 email alert tickers
✓ Priority support
Get Elite
RELATED PAGES
Dark Pool TrackerOptions Flow ScannerPremarket MoversAll FeaturesFAQ

Frequently Asked Questions

What is an AI stock signal?

An AI stock signal is an automated alert generated when an algorithm detects a market-moving event for a specific stock. TradeAI News signals include the ticker, catalyst type, direction, price at detection, and a composite score (TMS) from 0–100 measuring the expected significance of the price move. Unlike simple price alerts, AI stock signals combine news sentiment, options flow, dark pool activity, and historical pattern matching to assess each event's impact before the broader market reacts.

How accurate are TradeAI News signals?

TradeAI News does not guarantee accuracy or trading outcomes — past signal performance does not predict future results. Trading involves significant risk. The platform's TMS score is a confidence measure, not a success rate. Historically, SEND NOW signals (TMS ≥ 82) have shown a higher rate of near-term price movement than lower-scored signals, but many factors outside our detection can affect price. We strongly recommend using signals as one data point in a broader decision framework, not as standalone buy/sell triggers.

Do I need trading experience to use the signals?

TradeAI News signals are designed to surface relevant information quickly, but interpreting and acting on them requires basic trading knowledge. You should understand concepts like catalyst types, bid/ask spreads, position sizing, and risk management before trading on any signal. The platform is best suited for active traders who already understand US equity markets. New traders should start with the free plan to familiarize themselves with the interface and signal format before committing capital.

What is the TMS score?

TMS stands for Top Mover Score. It is a 0–100 composite score produced by a 6-layer AI scoring engine: NLP sentiment analysis, catalyst classification, market microstructure analysis, options flow intensity, composite fusion scoring, and historical pattern matching against past events. A score of 82+ triggers a SEND NOW alert (highest conviction), 68–81 triggers SEND PREMIUM, 55–67 is WATCH, and below 55 is MONITOR. The score is computed fresh for every event within the detection pipeline.

How are signals delivered?

Signals are delivered through three channels: (1) the web dashboard, where signals appear in real time in the News Feed and Signals tabs; (2) Telegram, via our official bot @TradeAINewsBot, where alerts arrive as formatted messages within 60–90 seconds of detection; and (3) the REST API (Elite plan), which allows programmatic access to recent signals via /v1/signals/recent and related endpoints. Email alerts for specific tickers are also available on Basic and above.

Can I get signals for specific tickers?

Yes. You can configure a watchlist of tickers in the dashboard, and email alerts for up to 3 tickers on Basic, 10 on Pro, and 25 on Elite. The main signal feed covers all US-listed equities that trigger the detection pipeline — you cannot limit the feed to specific tickers, but you can filter by ticker in the dashboard. The REST API (Elite) also supports ticker-level filtering via query parameters.

Is there a free plan?

Yes. The Free plan gives you access to the basic news feed with a 15-minute delay, the financial calendar, and a watchlist of up to 5 tickers. You will not receive real-time signals, Telegram alerts, or access to options flow and dark pool data on the Free plan. It is the best way to explore the dashboard interface before committing to a paid plan. No credit card is required.

Start detecting signals today

From $29/month. Cancel anytime. No credit card required for free plan.

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Not financial advice. Trading involves risk.