Low confidence — this score is based on limited public data (mostly aggregate ratings, with little independent discussion or review detail), so it may not reflect real-world quality.
What it is
Overview
A financial analytics tool that generates daily stock decision reports by pulling quotes, news sentiment, and fundamental data through AI models. DSA targets financial analysts, traders, and investment researchers who want automated synthesis of multiple data streams into actionable reports. The hybrid build combines traditional financial data APIs with language models for analysis and report generation. With 17,000 monthly visits, it sits in the specialized finance-AI category rather than general investment platforms.
At a glance
Usability & Quality overview
Best for
- automated stock analysis
- daily decision dashboards
- multi-market watchlist analysis
Watch out for
- No verified real-user experience evidence in the provided results
Real product, not a wrapperIndependent product
DSA combines real-time stock market data from multiple sources with news sentiment analysis, offering specialized automation for A-share, Hong Kong, and US markets. The tool provides automated daily reports and on-demand strategy analysis rather than just basic LLM prompting.
Moderate evidenceQuality score
DSA An LLM-powered multi-market stock analysis tool for daily decision dashboards and automated reports.
This score is our editorial judgment, computed automatically from the sources, weights, and dates shown above. It reflects the data we could verify as of August 10, 2026, not a guarantee or statement of fact about DSA. Third-party ratings and quotes belong to their original platforms and authors. Thin data lowers our confidence label, and we say so instead of guessing. Work on DSA? Dispute any datapoint and we will review it, publish your response, and correct verified errors.
PricingFree
Individual plan details haven't been verified yet — they'll appear here on the next data refresh.
Capabilities
Key features
Analytics Assistant
Interprets data, surfaces trends, and answers questions about your business metrics
Research Tool
Gathers, searches, and organizes sources to help you investigate a topic
Questions
Frequently asked
What is DSA?
DSA (Daily Stock Analysis) is an AI-powered tool that generates comprehensive stock analysis reports by combining market data, news sentiment, technical indicators, and fundamentals. It provides daily watchlist reports and on-demand strategy insights across A-share, Hong Kong, and US stock markets to help individual investors and analysts make informed investment decisions.
What stock markets does DSA cover?
DSA covers three major stock markets: A-share (Chinese mainland), Hong Kong, and US stock exchanges. It integrates data from multiple sources including TickFlow, AkShare, Tushare, YFinance, and Longbridge to gather real-time quotes and market information across these markets.
What information is included in DSA's daily reports?
Each daily report includes a numerical score for each stock, trend analysis, specific buy/sell advice, risk alerts, catalyst identification, and actionable checklists. The reports combine technical analysis with news sentiment, company filings, and market data to provide comprehensive investment insights.
How can I deploy and use DSA?
DSA offers three deployment options: GitHub Actions for serverless scheduled reports, local installation for debugging and trials, and Docker deployment for long-running servers. You'll need to configure a stock watchlist, at least one AI API key (OpenAI, Gemini, or OpenAI-compatible), and your preferred notification channels.
What notification channels does DSA support?
DSA supports multiple notification channels including WeChat Work, Feishu, Telegram, Discord, Slack, and email. These channels deliver your daily watchlist reports and market reviews automatically based on your configuration.
What is the Agent Q&A feature in DSA?
The Agent Q&A feature allows users to ask strategy-specific questions about individual stocks on-demand. It incorporates various technical analysis approaches including moving averages, Chan theory, wave theory, and trend analysis to provide targeted investment insights.
Does DSA provide backtesting capabilities?
Yes, DSA stores all historical reports in SQLite databases for backtesting and accuracy tracking. This allows users to calculate simulated returns, review portfolio performance, and evaluate the historical accuracy of the system's recommendations to maintain investment discipline.
Is DSA free to use?
The tool itself appears to be open-source and available on GitHub, but you'll need to provide your own AI API keys from services like OpenAI or Gemini to power the analysis features. The cost will depend on your usage of these third-party AI services.
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