About the Project

StockScreener.finance is an independent analytical platform for swing trading on the NASDAQ exchange. Every day, we analyze all listed stocks and generate trading signals backed by fundamental analysis and AI-powered discussions among leading language models.

Who's Behind This

My name is Maksym Misichenko, and I live in Kyiv, Ukraine. I am the author and product owner of this project.

Everything you see on this website was conceived by me but built in partnership with Claude by Anthropic. That's why I use "we" throughout — meaning me in the role of marketer, researcher, and product owner, and Claude in the roles of developer, designer, and financial analyst.

We started development in August 2025. At the beginning, it was a primitive algorithm with a few static criteria — minimum stock price, company market cap — that produced plenty of false signals. Today, it's a system with dozens of checks, scoring models, genetically optimized profiles, and backtests. More details on the methodology can be found on the Methodology page, and performance results on the Results page.

How It Works

The platform consists of two parts:

Signal System

Every day, the system checks the prices of all NASDAQ-listed stocks and looks for potentially profitable swing trading opportunities within a 2–12 week horizon.

The key principle: all decisions are based on a mathematical model and fundamental financial analysis. Signal identification and validation rely exclusively on numbers — financial metrics, technical indicators, scoring, and backtesting.

The system is not connected to any brokerage account and has no access to real money. We generate signals — the decision to buy is made by each user independently.

AI News Analysis

Financial news affects markets no less than numbers do. That's why we built a system where leading language models — from Google, Anthropic, xAI, and OpenAI — analyze and discuss each market news story.

Here's how it works: each model receives a news item, forms its own position, and then the models debate each other. We set clear rules for them: don't fabricate, critically verify facts, respect opponents, but defend your position when backed by arguments. And above all — seek truth, not victory in debate.

The result is a multi-perspective analysis where each model highlights different aspects and can change its position under the pressure of stronger arguments.

Who This Is For

  • Traders looking for swing trading ideas on NASDAQ
  • Investors who want to see AI-powered market news analysis from multiple perspectives
  • Anyone who wants to understand the market more deeply than a single news channel allows

Important Notice

All information on this website is obtained from public sources through parsing, scraping, and free API tools. We cannot guarantee the absence of errors in the underlying data, and therefore cannot guarantee the reliability or effectiveness of any signals. Keep this in mind when analyzing the content you find on this site. Verify information personally through sources you trust, and remember that you are the only person responsible for your assets and the consequences of managing them.

Contact

Have questions, suggestions, or feedback? Get in touch: