Early Release of AI-Powered Stock Pick Feature: Unlocking Investment Opportunities with Natural Language

Mar 31, 2024 | Investment Ideas

In the realm of investing, fundamental analysis stands as a cornerstone for evaluating the intrinsic value of stocks. This analytical method delves into financial statements, market trends, and economic indicators to discern the financial health and potential growth of companies. By meticulously scrutinizing the financial ratios and operational attributes of businesses, investors can make informed decisions about which stocks to include in their portfolios.

Kavout is proud to announce an addition to our platform: an AI-driven stock pick feature that harnesses the power of AI to allow investors to use natural language to identify promising investment opportunities based on fundamental ratios and factors.

Stock Ideas in Natural Language

Our AI technology allows users to input their investment preferences using everyday language. The AI system then analyzes vast amounts of financial data, including value, quality, momentum, and growth factors, to generate personalized stock recommendations that align with the user’s criteria.

Here are some stock ideas in natural language:

Screen for utilities with stable dividend yields above 4%

Screen for industrial companies with operating margin > 15% and ROIC > 12% for efficiency and capital effectiveness

Screen for industrial companies with high operating margins (>15%) and low debt-to-equity ratios (<0.4) for efficiency and financial strength

Find stable and profitable healthcare giants in the S&P 500 with a dividend yield above 2%

Discovering Stock Ideas Through Fundamental Ratios and Factors

Investing in the stock market can be a daunting task, especially when trying to identify promising investment opportunities. However, by focusing on fundamental ratios and factor investing, investors can unlock a wealth of potential stock ideas and make more informed investment decisions.

Fundamental ratios are financial metrics that help investors assess a company’s financial health, performance, and valuation. Some of the most commonly used fundamental ratios include:

  1. Price-to-Earnings (P/E) Ratio: This ratio compares a company’s stock price to its earnings per share (EPS), providing insight into the company’s valuation.
  2. Price-to-Book (P/B) Ratio: The P/B ratio compares a company’s market value to its book value, helping investors identify potentially undervalued stocks.
  3. Debt-to-Equity (D/E) Ratio: This ratio measures a company’s financial leverage, indicating the proportion of equity and debt used to finance its assets.
  4. Return on Equity (ROE): ROE measures a company’s profitability by revealing how much profit it generates with the money shareholders have invested.

By analyzing these and other fundamental ratios, investors can gain a clearer picture of a company’s financial strength and potential for growth.

Factor investing, on the other hand, involves targeting specific characteristics or “factors” that have been shown to drive stock returns over time. Some of the most well-known factors include:

  1. Value: Value investing focuses on identifying stocks that are undervalued relative to their intrinsic worth, often using ratios like P/E and P/B.
  2. Quality: Quality investing seeks companies with strong financial health, stable earnings, and solid balance sheets.
  3. Momentum: Momentum investing involves buying stocks that have performed well in the recent past and are expected to continue their upward trend.
  4. Growth: Growth investing targets companies with high expected earnings growth, often in emerging industries or markets.

By combining fundamental ratio analysis with factor investing principles, investors can create a powerful framework for generating stock ideas. For example, an investor might screen for stocks with low P/E ratios (value factor) and high ROE (quality factor) to identify companies that are both undervalued and financially strong.

In addition, investors can use sector-specific fundamental ratios to compare companies within the same industry, such as the price-to-sales (P/S) ratio for retailers or the price-to-funds from operations (P/FFO) ratio for REITs.

Ultimately, by leveraging fundamental ratios and factor investing, investors can uncover hidden gems in the stock market and build diversified portfolios that are well-positioned for long-term growth. However, it is essential to remember that these strategies should be used in conjunction with thorough research, risk management, and a comprehensive understanding of one’s investment goals and risk tolerance.


This innovative feature is backed by the expertise of our team of data scientists and financial professionals, who have developed sophisticated algorithms that process and interpret financial ratios and factor-based investing principles. By combining NLP with these algorithms, we have created a powerful tool that makes it easier than ever for investors to navigate the complex world of stock investing.

Our AI stock pick feature is just one example of how we are leveraging the latest technology to democratize investing and help our users achieve their financial goals. Experience the future of investing with our AI-powered stock pick feature, and unlock a world of investment opportunities like never before.

Go to kavout.com, enter your ideas in natural language to find stocks, or just explore with the stock ideas suggested or recommended by us.

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