Hey Product Hunt! *What inspired me to build this?* Honestly? Frustration. I've been trading a small cash account for years, and I kept getting chopped up at the open. I'd see a breakout, buy it, and watch it reverse within 3 minutes. Every. Single. Time. The chart looked perfect. The indicators said go. But something invisible was working against me — institutional order flow, regime shifts, volume traps I couldn't see on a standard chart. So I started building a system that scores every stock on 7 factors before I'm even allowed to trade it. If the math says the setup is garbage, the computer literally blocks the order. I can't override it. That became the Ticker Grader — the same conviction engine our private autonomous nodes use, but accessible to anyone for free. *What problem does it solve?* 85% of breakouts fail. Most retail traders are buying into exhausted moves because the indicators they rely on are lagging. The Ticker Grader evaluates a stock's real structural health in real-time: Relative Volume, EMA Ribbon alignment, RSI zone, ATR volatility, momentum, trend positioning, and regime context. One score. One grade. Before you risk a dollar. *How did the process evolve?* It started as a personal trading bot running on a VPS. Then I realized the grading engine inside it was genuinely useful on its own — even for people who don't want full automation. So I pulled the scoring layer out and built a free web tool around it. Now anyone can type a ticker and get the same institutional-grade analysis my bot uses to decide whether to trade. The full autonomous node (Tensor.ai) is the next step for operators who want the system taking the trades for them. I'll be here answering questions — genuinely curious if anyone else has felt the pain of their "perfect" chart setup getting destroyed at the bell. Let me know below!

Ticker Grader -Stock Analysis Tool

Institutional-grade flow analysis & trading execution node

Institutional-grade flow analysis & trading execution node