reddit-stonksScrape Reddit stock pages (r/wallstreetbets, r/stocks, etc.) and use Deepseek AI to analyze which stock has the highest 1-week return potential. Includes a w...
Install via ClawdBot CLI:
clawdbot install altusrossouw/reddit-stonksGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/AltusRossouw/reddit-stonksUses known external API (expected, informational)
api.deepseek.comAudited May 20, 2026 · audit v1.0
Generated Aug 2, 2026
An individual investor uses the tool to quickly gather sentiment and data from Reddit's top stock communities, then gets AI-generated analysis on short-term stock picks. This saves hours of manual research and provides a data-driven perspective on meme stocks and trending tickers.
A YouTuber or blogger uses the tool to generate fresh content ideas by analyzing Reddit stock sentiment. They can create videos or articles discussing the AI's top picks, risk factors, and community hype, providing timely and engaging material for their audience.
Active traders use the tool to validate or supplement their own trading signals. By cross-referencing Reddit sentiment with fundamental and technical data, they can gauge market sentiment and identify potential short-term opportunities or reversals.
Researchers and students studying market behavior can use the tool to collect structured data on Reddit sentiment and correlate it with stock performance. The scraping and analysis capabilities provide a way to gather empirical evidence for studies on social media's impact on financial markets.
Offer the core scraper and basic analysis for free, with premium features like advanced analytics, more frequent updates, or additional stock data sources behind a subscription. Revenue comes from monthly or annual subscription fees for pro users.
Package the scraping and analysis capabilities into a REST API that developers and fintech companies can integrate into their own platforms. Charge per API call or via tiered usage plans, generating revenue based on volume.
Monetize web traffic through affiliate links to brokerage platforms (e.g., Robinhood, Webull) or financial product ads. The web app, if popular, can display targeted advertisements, while affiliate commissions come from users who sign up for recommended brokers.
💬 Integration Tip
To integrate into a broader financial dashboard, expose the stock data and AI analysis as a Python function or REST API. Ensure the DEEPSEEK_API_KEY is stored securely, such as in an environment variable or secrets manager, and consider scheduling periodic scrapes for continuous monitoring.
Scored Aug 2, 2026
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