Workflow
AI Market Sentiment Analyzer
Analyze daily market sentiment for crypto and stocks using AI. Automatically scan web news and social media to deliver detailed reports via Telegram and Email.
Tags
Crypto TradingStock MarketSentiment AnalysisMarket Research
AI Market Sentiment Analyzer for Crypto and Stocks
This workflow harnesses an AI agent to analyze market sentiment for cryptocurrencies and stocks by scanning recent news and social media discussions. It produces a comprehensive report summarizing overall market mood and detailed insights on each asset, delivering the final results via Telegram and Email.
It performs several key steps:
- Parses your configuration to build targeted search queries for each asset using their symbol and name.
- Performs internet and social media searches to gather relevant news and community sentiment data.
- Normalizes and trims search results to focus on the most relevant information.
- Merges gathered data and applies an AI model to generate sentiment scores, labels, recommendations, and risk assessments.
- Aggregates the results into an overall market sentiment report highlighting trends and top picks.
- Formats this report into visually appealing HTML messages and sends them to a designated Telegram chat and Email address.
Prerequisites
- A Needle platform account to run the workflow.
- Telegram bot API credentials to send messages.
- A connected Gmail account to send the email report.
- Configured variables for your Telegram chat ID and recipient email address.
Workflow Steps and Configuration
| Step Name | Description | Key Configuration |
|---|---|---|
| Scheduled Trigger | Runs the workflow automatically. | Set to a daily schedule. |
| Scheduled Config | Defines the assets to analyze. | Contains asset symbols, names, and asset type. |
| Web Search | Gathers web news and articles. | Dynamically uses the asset name and current date. |
| Social Search | Gathers community discussions. | Scans community forums for sentiment trends. |
| AI Sentiment | Analyzes merged search data. | Outputs a structured JSON sentiment analysis. |
| Generate Report | Aggregates individual analyses. | Calculates average market score and identifies top picks. |
| Telegram and Email | Delivers the final report. | Uses HTML formatting for clean and readable delivery. |
Final Output Details
At the end of the workflow, you receive a detailed message containing:
- An overall market sentiment score and label with a quick emoji indicator.
- A breakdown of each asset's sentiment analysis including score, confidence, risk level, and recommendations.
- A summary of key drivers affecting the current asset price or mood.
- Specific highlights including the top recommended pick and the highest risk asset.
Usage Notes
- Ensure your configuration object is correctly formatted; invalid configurations will cause the job to fail.
- The workflow limits search results to the top five per asset for performance and relevance.
- Telegram messages automatically truncate if they exceed character limits to avoid delivery issues.
- Risk and recommendation labels are derived from AI interpretation and should complement your own financial analysis.
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