📊 Stock Options Trends Analyzer — AI-Powered Options Movement Explanations

Get instant, AI-powered explanations for stock options movements | Analyze calls, puts & 1000+ options contracts | Real-time news sentiment analysis | Perfect for options traders, derivatives analysts, and volatility strategists

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📈 What is Stock Options Trends Analyzer?

Stock Options Trends Analyzer is an AI-powered web scraping tool that extracts and analyzes real-time stock options data from Yahoo Finance, combining it with news sentiment analysis to explain why options are moving.

Stop wondering why certain options contracts are surging or why implied volatility is spiking. Get data-backed explanations for price movements in categories like Top Gainers, Top Losers, Most Active, Highest Implied Volatility, and Highest Open Interest.

⚡ Quick Start — 3 Simple Steps

1️⃣ Select Trend Category: Choose from Top Gainers, Top Losers, Most Active, Highest Implied Volatility, or Highest Open Interest
2️⃣ Set Number of Options: Pick how many top options contracts to analyze (1-25)
3️⃣ Get AI Explanations: Receive structured insights combining price data, volume analysis, and news sentiment

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🎯 Use Cases — Who Uses Stock Options Trends Analyzer?

Use Case	Description	Best For
🔍 Options Flow Analysis	Understand unusual options activity and what's driving large volume spikes with AI-generated explanations	Options traders, flow analysts, hedge fund researchers
📈 Volatility Trading Signals	Identify options with high implied volatility and sentiment shifts that may indicate trading opportunities	Volatility traders, options strategists, derivatives desks
📰 Market Sentiment Monitoring	Track options activity to gauge market sentiment and positioning before major events	Market analysts, event-driven traders, risk managers
🤖 AI Training Data	Generate structured datasets combining options movements with explanatory text for ML model training	AI/ML researchers, fintech developers, quantitative analysts
📱 Trading App Integration	Power your options trading app, dashboard, or bot with real-time market insights via API	Mobile app developers, Discord/Telegram bot creators
💼 Derivatives Research	Research why specific options contracts gained or lost value to inform trading strategies	Derivatives analysts, prop traders, options educators
📊 Open Interest Analysis	Track open interest trends to identify where institutional money is positioning	Institutional analysts, options flow traders, research firms

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✨ Key Features

✅ 5 Trend Categories: Top Gainers, Top Losers, Most Active, Highest Implied Volatility, Highest Open Interest
✅ AI-Powered Analysis: GPT-4 analyzes news articles to explain options movements
✅ Real-Time Data: Scrapes live options data from Yahoo Finance
✅ News Aggregation: Collects relevant news from WSJ, Bloomberg, Yahoo Finance, Seeking Alpha
✅ Structured Output: Get clean JSON data ready for integration into your apps
✅ Customizable Results: Analyze 1-25 options contracts per run
✅ Comprehensive Metrics: Strike price, expiration, bid/ask, volume, open interest
✅ API Ready: Easy integration via Apify API for automated workflows

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📤 Output Examples

Top Gainers — Why Options Are Rising

Discover the reasons behind today's biggest options winners

Example Output: Top Gainers

🏷 Symbol: TSLA250117C00250000

💰 Underlying: TSLA

💲 Price: $12.45

📈 Change: +4.82 (+63.21%)

🎯 Strike Price: $250.00

📅 Expiration: 2025-01-17

💵 Bid/Ask: $12.30 / $12.60

🔊 Volume: 45,230

📊 Open Interest: 128,450

Reasons:

Underlying stock surge: Tesla shares rallied 8% on strong delivery numbers, boosting call option premiums.

Earnings anticipation: Increased speculation ahead of quarterly earnings drove call buying activity.

Technical breakout: The underlying stock broke above key resistance, triggering momentum buying in options.

Short squeeze dynamics: High short interest in the underlying created upward pressure on call options.

Institutional positioning: Unusual options activity suggests large players are accumulating bullish positions.

[
  {
	"module": "options",
	"view": "gainers",
	"entity": {
	  "symbol": "TSLA250117C00250000",
	  "name": "TSLA Jan 2025 250.000 call",
	  "stockSymbol": "TSLA",
	  "strikePrice": 250.00,
	  "expirationDate": "2025-01-17",
	  "price": 12.45,
	  "change": 4.82,
	  "changePercentual": 63.21,
	  "bid": 12.30,
	  "ask": 12.60,
	  "volume": 45230,
	  "openInterest": 128450
	},
	"explanation": {
	  "reasons": [
		"Tesla shares rallied 8% on strong delivery numbers, boosting call option premiums +63.21%.",
		"Increased speculation ahead of quarterly earnings drove significant call buying activity.",
		"Technical breakout above key resistance triggered momentum buying in options.",
		"High short interest in the underlying created upward pressure on call options.",
		"Unusual options activity with 45K volume suggests institutional bullish positioning."
	  ]
	}
  },
  ...
]

Top Losers — Why Options Are Falling

Choose the Top Losers category to understand why certain options are falling and what's driving bearish sentiment — whether it's time decay, underlying stock weakness, or volatility crush after events.

Most Active — Unusual Volume Analysis

Analyze options with the Most Active category to uncover unusual trading volumes and what's fueling the activity. High volume often indicates significant market events, earnings plays, or large institutional positioning.

Highest Implied Volatility — Volatility Spikes

Select Highest Implied Volatility to identify options with elevated IV and understand the catalysts — whether it's pending earnings, FDA decisions, merger announcements, or other binary events.

Highest Open Interest — Where the Money Is

See where the big money is positioned by selecting Highest Open Interest. Identify key strike prices where traders have concentrated their bets and understand the underlying thesis.

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📥 Input Configuration

{
    "trendType": "most-active", // Options: most-active | gainers | losers | highest-implied-volatility | highest-open-interest
    "optionsAmount": 10 // Number of options to analyze (1-25)
}

Input Parameters:

• trendType (required): The trend category to analyze
  • most-active — Options with highest trading volume
  • gainers — Options with highest % gains
  • losers — Options with highest % losses
  • highest-implied-volatility — Options with elevated implied volatility
  • highest-open-interest — Options with largest open interest positions
• optionsAmount (required): Number of top options to analyze (1-25)

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🔍 How It Works — The Technology

1. Real-Time Data Scraping

The actor scrapes live stock options data from Yahoo Finance, extracting strike prices, expiration dates, bid/ask spreads, volume, open interest, and performance metrics for top options contracts.

2. News Aggregation

For each option's underlying stock, we collect relevant news articles from Google News, pulling from trusted sources like:

• The Wall Street Journal — Financial news & analysis
• Bloomberg — Markets & derivatives coverage
• Yahoo Finance — Options data & news
• Seeking Alpha — Options research & analysis

3. AI Sentiment Analysis

Our GPT-4 powered AI analyzes news articles, identifying key events, sentiment shifts, and market catalysts that explain the option's price movement and the underlying stock's dynamics.

4. Structured Output

Get clean, structured JSON data combining quantitative metrics with qualitative AI-generated explanations.

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📊 Options Metrics Included

Metric	Description	Use Case
Symbol	Full options symbol (e.g., TSLA250117C00250000)	Identification
Name	Human-readable option name	Display & reporting
Stock Symbol	Underlying stock ticker	Underlying reference
Strike Price	Price at which option can be exercised	Strike level analysis
Expiration	Options contract expiration date	Time to expiry tracking
Price	Current option premium in USD	Real-time valuation
Change	Absolute price change	Dollar movement tracking
Change %	Percentage price change	Relative performance
Bid	Current bid price	Liquidity & spread analysis
Ask	Current ask price	Liquidity & spread analysis
Volume	Current trading volume	Activity & interest measure
Open Interest	Total outstanding contracts	Positioning & sentiment indicator

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🔗 Integration & API Usage

Run via Apify API

const { ApifyClient } = require('apify-client');

const client = new ApifyClient({
    token: 'YOUR_APIFY_TOKEN',
});

const input = {
    trendType: 'highest-implied-volatility',
    optionsAmount: 10,
};

const run = await client.actor('RJhSsPJyNyiKBirSl').call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();

console.log(items);

Python Integration

from apify_client import ApifyClient

client = ApifyClient('YOUR_APIFY_TOKEN')

run_input = {
    "trendType": "most-active",
    "optionsAmount": 15
}

run = client.actor("RJhSsPJyNyiKBirSl").call(run_input=run_input)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

Schedule Automated Runs

Set up scheduled runs on Apify to get daily options analysis delivered automatically. Perfect for:

• Pre-market options flow analysis
• Automated unusual activity alerts
• Volatility monitoring reports
• Options trading newsletter content

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💡 Why Choose Stock Options Trends Analyzer?

🎯 Save Time: No more manually researching why options moved
🤖 AI-Powered: Leverages GPT-4 for intelligent news analysis
📊 Comprehensive: Combines quantitative data with qualitative insights
🔄 Automated: Run via API or schedule for automated workflows
💰 Cost-Effective: Pay only for what you use on Apify platform
🚀 Fast: Get results in seconds, not hours
📈 Actionable: Use insights for options trading, flow analysis, or volatility strategies

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❓ FAQ

Q: How often is the data updated?
A: The actor scrapes real-time data from Yahoo Finance and Google News each time it runs, ensuring you always get the latest information.

Q: Can I analyze specific options contracts?
A: Currently, the actor focuses on trending categories (most active, gainers, etc.). For specific contracts, we recommend running multiple category searches or filtering results.

Q: What types of options are covered?
A: The tool covers equity options on major US stocks, including calls and puts across various strike prices and expirations.

Q: What's the data format?
A: Output is provided in clean JSON format, compatible with any programming language and easily importable to databases, spreadsheets, or analytics tools.

Q: Is this financial advice?
A: No. This tool provides data and analysis to help you understand options movements, but it does not constitute financial advice. Options trading involves significant risk.

Q: Can I use this for commercial purposes?
A: Yes! You can integrate this into your trading platforms, options flow tools, research systems, or any commercial application.

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⚠️ Disclaimer

This tool is designed to help you understand stock options movements better, but it does not provide financial advice or trading recommendations. Options trading involves substantial risk of loss and is not suitable for all investors. Always conduct your own research and consult with a qualified financial advisor before making any trading decisions.

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🆘 Support & Resources

• 📚 Apify Documentation
• 💬 Apify Discord Community
• 🐛 Report issues via Apify Console