BTC Signal Aggregator

Five indicators — EMA200 regime filter, risk score, Fear & Greed, BTC bias & multi-timeframe — combined into one weighted verdict and written analysis.
Auto (60s)
Live BTC/USDT
Combined Verdict
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Fetching all indicators…
/10
Combined Score
Regime Filter
① Gate
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4H + 1D EMA200 alignment
Risk Score
② Size
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EMA trend + momentum + vol
Fear & Greed
③ Sentiment
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Market sentiment index
BTC Bias
④ Context
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Leverage · Price · Demand · Momentum
MTF Signal
⑤ Execute
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30m · 1H · 4H · 1D · 1W

Score Breakdown — Weighted Contributions

Spot vs Futures CVD

Cumulative Volume Delta — real demand vs leveraged pressure
Spot CVD
Real buyer/seller pressure
Futures CVD
Leveraged long/short pressure
Divergence
Futures − Spot (normalised)
CVD Signal
Market character
Spot CVD
Futures CVD
Divergence (Futures − Spot)
Fetching spot and futures volume data…

Analysis

Fetching data from all indicators…

What Each Indicator Controls


Strategy Permissions

Strategy Status Guidance
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This is a risk context tool — not financial advice. All data from Binance API (klines + derivatives) and alternative.me. Signals do not guarantee outcomes. Trade with defined risk.

What Is the BTC Signal Aggregator?

Most crypto traders check multiple indicators before taking a trade — but reading five separate dashboards creates conflicting signals and analysis paralysis. The Signal Aggregator solves this by pulling live data from all five Trade Logic indicators simultaneously, weighting each by its importance in the decision hierarchy, and combining them into a single verdict score out of 10 with a written analysis paragraph explaining exactly what the market is doing right now.

The result is one clear answer: Trade Long, Trade Short, Caution, or No Trade — updated every 60 seconds from live Binance API data and the alternative.me Fear & Greed index.

The Five Indicators and Their Weights

① GATE
Weight: 3.0 / 10

Regime Filter

Checks whether BTC price is above or below the EMA200 on both the 4H and 1D timeframes, and whether the EMA200 slopes are rising or falling. This is the structural gate — if it shows Bear Structure, long trades are blocked regardless of all other signals. The most important indicator in the system.

② SIZE
Weight: 2.5 / 10

Risk Score

Combines three sub-signals: EMA20/EMA50 trend alignment (price above/below both EMAs), 7-day momentum (recent price change %), and short-term volatility (standard deviation of daily returns). Outputs Risk-On, Neutral, or Risk-Off. Determines whether full-size or reduced-size positions are appropriate.

③ SENTIMENT
Weight: 1.0 / 10

Fear & Greed

The crypto Fear & Greed Index from alternative.me, interpreted contrarian: extreme fear (below 20) leans bullish because most participants have already sold. Extreme greed (above 80) leans bearish because most participants are fully positioned. Given the lowest weight as sentiment alone is not a reliable timing signal.

④ CONTEXT
Weight: 2.0 / 10

BTC Bias

A composite of four Binance derivatives signals: leverage conditions (average funding rate), price structure (VWAP position + range location), demand (7-day price change + taker buy/sell ratio), and short-term momentum (3-day vs 7-day average). Weights adjust dynamically based on whether BTC is trending or ranging.

⑤ EXECUTE
Weight: 1.5 / 10

MTF Signal

Multi-timeframe alignment check across 30-minute, 1H, 4H, 1D and 1W candles — looking at EMA crossovers, momentum and volume on each timeframe. Strong alignment across all five timeframes produces the highest confidence execution signal. Misaligned timeframes produce caution or no-trade.

How the Combined Score Works

Each indicator scores from −1.0 (fully bearish) to +1.0 (fully bullish). Scores are multiplied by their respective weights and summed. The result is normalised to a 0–10 display scale where 5.0 is perfectly neutral. The regime filter also operates as a hard gate — a Bear Structure reading overrides bullish signals from other indicators for long trade permissions.

7.0 – 10.0
🟢 Trade Long
Strong bullish alignment across majority of indicators. Regime confirming uptrend. Long strategies permitted at full size.
5.0 – 7.0
🟡 Caution / Lean Long
More bullish than bearish but lacking full conviction. Reduced position sizing or waiting for cleaner alignment recommended.
3.0 – 5.0
🟡 No Trade / Caution
Mixed or conflicting signals. Risk-reward does not clearly favour either direction. Best to wait for higher-conviction conditions.
0.0 – 3.0
🔴 Trade Short / Avoid Longs
Strong bearish alignment. Regime in bear structure. Defensive positioning — short strategies permitted, new longs blocked.

Strategy Permissions Table

Below the main analysis, the dashboard shows a strategy permissions table evaluating four approaches: scalp long (15m–1H), scalp short, swing long (1D–1W), and swing short. Each is marked Allowed (conditions support the strategy), Caution (partial alignment — reduce size), or No Trade (conditions don't support the strategy). The regime filter can hard-block all long strategies even if the combined score is neutral.

How to Use the Signal Aggregator in Your Trading Workflow

The aggregator is a market context tool, not a buy/sell signal generator. It tells you the current macro environment for BTC — whether conditions favour offensive positioning, defensive, or staying flat. Use it as step one before drilling down to a specific trade setup.

Suggested Workflow

1. Check the verdict and score. If it's No Trade or Caution — stop. Don't force trades when conditions are unclear. Wait for cleaner alignment before spending time on chart analysis.

2. Read the written analysis. The paragraph below the verdict explains which specific indicators are driving the score and any conflicts between them. This is more useful than the number alone.

3. Check which strategies are permitted. The strategy table tells you whether scalping or swing trading is supported. If you're a swing trader and swings are blocked, there is no point looking for swing setups regardless of how good the chart looks.

4. Move to your own chart analysis. Use the verdict as macro context. Find your specific entry, stop loss and target using technical analysis on TradingView.

5. Size your position correctly. Use the position size calculator to set exact risk based on your stop distance and account size. The risk score from the aggregator can also inform whether you use full size (Risk-On) or reduced size (Neutral/Risk-Off).

⚠️ Not financial advice. The Signal Aggregator is a risk context tool for educational purposes. All data is sourced from Binance API and alternative.me. Signals do not guarantee outcomes. Always trade with defined risk and never risk capital you cannot afford to lose. See the position size calculator to manage risk correctly.

Frequently Asked Questions

What is a trading signal aggregator?
A trading signal aggregator combines multiple independent indicators into a single unified signal or score. Instead of interpreting five separate dashboards that may conflict with each other, an aggregator weights each indicator by its importance in the decision hierarchy and produces one clear verdict: trade long, trade short, caution, or no trade. This reduces analysis paralysis and gives traders a disciplined, systematic view of market conditions without subjective interpretation.
What is the EMA200 regime filter and why is it the most important indicator?
The EMA200 (200-period exponential moving average) is one of the most widely followed trend indicators across all financial markets. The regime filter checks whether BTC price is above the EMA200 on both the 4-hour and 1-day timeframes simultaneously, and whether both EMA200 slopes are rising. It carries the highest weight (3.0 out of 10) because trading against the dominant trend has historically produced worse win rates and risk-reward ratios. When the regime shows Bear Structure (price below EMA200 on both timeframes), the aggregator blocks long trade permissions regardless of what other indicators say — the tide is simply against long trades.
How is the combined score out of 10 calculated?
Each indicator outputs a score from −1.0 (fully bearish) to +1.0 (fully bullish). These are multiplied by their weights: Regime Filter ×3.0, Risk Score ×2.5, BTC Bias ×2.0, MTF Signal ×1.5, Fear & Greed ×1.0. The weighted sum is scaled to a 0–10 display score. A score of 5.0 is perfectly neutral. Above 7.0 is Trade Long. Below 3.0 is Trade Short. The regime filter also operates as a hard gate — even a score of 7+ will not permit long trades if the regime is in Bear Structure.
Why is Fear and Greed treated as a contrarian indicator here?
The Fear & Greed Index measures current market sentiment — but sentiment at extremes is more useful as a contrarian signal than a momentum signal. Extreme fear (below 20) historically appears at or near market bottoms when the majority of participants have already sold and capitulation has occurred. This creates a contrarian bullish lean — the sellers are mostly done. Extreme greed (above 80) appears near local tops when most participants are fully positioned and there are few remaining buyers. It is given the lowest weight (1.0) because sentiment cycles can persist for weeks and provide no timing precision on their own.
What does the BTC Bias indicator measure?
BTC Bias combines four signals from Binance's derivatives API: Leverage (average funding rate over 8 periods — high positive funding means crowded longs), Price Structure (VWAP position and 30-day range location — where price sits relative to recent context), Demand (7-day price change and taker buy/sell ratio — actual buying pressure), and Momentum (3-day vs 7-day average price — short-term acceleration). The four sub-scores are weighted differently depending on whether BTC is in a trending or ranging regime — momentum matters more in trends, price structure matters more in ranges.
How often does the data update?
The dashboard auto-refreshes every 60 seconds by default. You can also trigger a manual refresh at any time using the Refresh button. All data is pulled live from the Binance klines API (spot and derivatives) and the alternative.me Fear & Greed API on each refresh. There is no caching — every refresh fetches fresh market data. You can disable auto-refresh using the toggle if you prefer to control timing manually.
Builder's Notes
How this tool actually works
Exact weights, scoring formula, design decisions — and where this tool will let you down. Written by the person who built it.
Read the breakdown →