Pick My Niche is an AI-based tool designed to assist users in discovering potentially profitable ideas for web and mobile applications. It operates by analysing and identifying emerging niches and trending discussions. Central to its design, the tool leverages the capabilities of artificial intelligence and data analysis to shine a light on relevant trends in the market. Its artificial intelligence component identifies patterns in the observed data, which can include factors such as market demands, user preferences, and industry trends. These patterns are then used by the system to present the user with the most promising app ideas that align with current trends. With this platform, users can allow data to guide their decision-making process for their next venture, eliminating guesswork and reliance on potentially unproven instincts. This tool would be useful for entrepreneurs and developers looking for innovative ideas for new products, or to identify potential growth areas in existing markets.