Aaron Browne-Moore

I've been trading stocks, options, and crypto for over 12 years. I've tried every approach: 30-second scalps on penny stocks, multi-week swing trades, dividend investing, FDA catalyst plays, IPO flips, options spreads. I've used more than a dozen brokerages and every major scanning platform.

The problem I kept running into wasn't a lack of tools. It was too many tools, too many alerts, and too much noise. I'd have five apps open before market open, cross-referencing scanners with Discord alerts with Reddit threads. By the time I found a setup I liked, it had already moved.

Banana Farmer came from a simple idea: what if I could compress everything I was doing manually into a single number per stock? One score that accounts for technical momentum, social buzz, volume patterns, and price compression. Not a replacement for judgment, but a way to focus attention on 5-10 setups instead of drowning in 9,000.

I built the first version in 2019. It was terrible. But the core insight was right: traders don't need more data. They need less, better data. That's still what we do. We scan 9,000+ assets daily and rank what's showing the strongest momentum signals, with plain-English explanations for each one.