1. What Is MACD?
MACD, Moving Average Convergence Divergence, is a trend-following indicator that measures the convergence and divergence of two moving averages.
💡 MACD Components
MACD line = EMA(12) − EMA(26)
Signal line = EMA(9) of MACD
Histogram = MACD line − Signal line
2. Core Signals
① Bullish Crossover: Buy Signal
The MACD line crosses the signal line from below to above, signaling a possible start to an uptrend.
② Bearish Crossover: Sell Signal
The MACD line crosses the signal line from above to below, signaling a possible start to a downtrend.
③ Zero-Line Cross
MACD crossing above zero suggests a medium-term uptrend; crossing below suggests a medium-term downtrend.
3. Histogram Analysis
- Growing histogram → Stronger momentum and an accelerating trend
- Shrinking histogram → Weaker momentum and a slowing trend
- Positive to negative → A bearish reversal signal
- Negative to positive → A bullish reversal signal
4. MACD Divergence
As with RSI, divergence in MACD can provide a strong reversal signal.
5. AI and MACD
AI analyzes dozens of indicators, including MACD, every second. When a bullish crossover appears, it cross-checks other indicators and executes only higher-probability entries.
🃏 MACD and Multiple-Indicator AI
AI analyzes dozens of indicators simultaneously instead of watching only one.
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