Investor app launch question

I’ve worked in investing and trading since 2008, and one problem has followed me throughout that time: investors have access to more data than ever, but turning that data into a clear decision remains difficult.

That’s why I built Stocks 2 Buy, a platform designed to help investors:

• Discover stocks and ETFs suited to their risk appetite
• Compare companies with their closest peers
• Review fundamentals and AI-assisted research
• Identify potential entry points using candlestick patterns
• Build diversified portfolios using the Markowitz model

I’m preparing to launch Stocks 2 Buy here on Product Hunt on October 22, 2026, and I’d love to learn from this community before launch.

When evaluating a stock research platform, what matters most to you: data quality, transparent methodology, ease of use, actionable insights, or something else?

I’m especially interested in hearing what makes you trust or immediately distrust an investing tool.