How the engine works

CASHFY runs a continuous loop during US market hours: scan → score → deal → track → learn. Here's each step, with nothing hidden.

1. Scan — every 5 minutes, 503 stocks

The radar holds two years of daily price history for every S&P 500 constituent plus live quotes. Each pass, every stock gets a technical pre-screen; the strongest candidates get fresh news pulled before full scoring. The schedule respects the real NYSE calendar — holidays, half-days, all of it.

2. Score — four weighted pillars, 0 to 100

3. Deal — opportunity cards

Scores above the threshold become cards: entry price, target (mean-reversion level, minimum +3%), stop-loss (1.5× the stock's average true range), and a hold horizon estimated from how many days that specific stock historically needed to recover from dips of similar depth. Cards expire after two trading days and every card shows its plain-English reasons.

4. Track — honest scoring

Say YES and the trade is logged at the live price. P&L streams in real time with all-time peak and low water marks; exits are graded by the % of peak profit captured; and every trade shadow-buys the S&P 500 with the same dollars so the benchmark comparison is built in, not optional.

5. Learn — the Brain

Every fired signal is graded on whether its trade hit target before stop. Weekly, pillar weights nudge toward what's actually working — bounded to ±2 points per week, floored at 5%, with the entire adjustment history public. No black box: you can watch the algorithm change its mind.

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