CONFIDENCE ENGINE v2.0.0

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Multi-source signal intelligence platform with backtesting and confluence scoring. Ingest TradingView webhooks, wallet events, and social signals. Score by confidence. Live trading coming Q1 2026.

Process TradingView alerts, on-chain wallet moves, and social signals through our confidence engine. Backtest strategies on historical data. Live automated trading launching Q1 2026.

response.json
{
  "signal": "BTC_LONG",
  "symbol": "BTCUSDT",
  "source": "discord/day",
  "confluence_score": 0.889,
  "confidence_score": 0.867,
  "supporting_sources": [
    "discord/day",
    "tradingview/ema",
    "internal/the_strat"
  ],
  "verdict": "HIGH CONFIDENCE",
  "explanation": "3 sources within 300s window"
}

Why Signals Fail Without Intelligence Scoring

Most signals are noise dressed up as alpha

BAD: UNVALIDATED HYPE

"BUY NOW!! 🚀🚀🚀 ETH going to $10K tonight! My insider source confirmed!"

Result:-42% after 3 hours
» Emotion-driven · Zero verification · No confluence · High risk
GOOD: INTELLIGENCE-SCORED

"Signal from TradingView + Whale Wallet Move + Social Convergence = 87% Confidence"

Result:+18%
Backtest on 12-month history
» Multi-source · Historically validated · Confluence scored · Objective

Why signalsGURU vs. Alternatives

Compare approaches to crypto trading intelligence

FeaturesignalsGURUTradingView AlertsDiscord GroupsManual Trading
Multi-source Confluence
Historical Backtesting
Confidence Scoring
API Access
On-chain Intelligence
Structured Logging

Three-Stage Signal Refinement Pipeline

From raw noise to actionable intelligence

STAGE 1

Signal Ingestion & Normalization

  • TradingView webhooks (alerts from any strategy)
  • On-chain wallet event tracking (smart money, whales)
  • Social signals (Discord, Telegram, Twitter/X API)
  • Manual signal input (API endpoint)
  • Cross-platform correlation (same timeframe)
STAGE 2

Confluence & Confidence Scoring

  • Multi-source convergence detection
  • Historical accuracy weighting per source
  • Time-window confluence analysis (signals within 300s)
  • Source reputation scoring
  • Backtest validation against historical data
STAGE 3

Signal Analysis & Validation

  • JSON format (queryable, structured)
  • Backtest execution on historical data
  • Dashboard visualization and monitoring
  • API access for programmatic integration
  • Live trading automation (Q1 2026)

Backtesting Example

Visual proof: See how signals perform on historical data

Signal Input
{
  "signal": "BTC_LONG",
  "symbol": "BTCUSDT",
  "confluence_score": 0.889,
  "timestamp": "2024-03-15T14:32:00Z"
}
Running Historical Replay...
Testing on 12-month history
47 similar signals found
Calculating P&L outcomes...
Backtest Results
Win Rate68.1%
Average Return+14.2%
Per winning trade
Total Signals47
32 wins15 losses
Confidence Threshold> 85%

All backtests run on 12-month historical data. Past performance does not guarantee future results. Signals with confluence scores above 85% historically show higher win rates.

Platform Capabilities

Developer-friendly, production-ready architecture

Microservices Architecture

  • Three independent services (Ingest:8001, Processing:8002, API:8000)
  • Run locally on your machine (SQLite database)
  • Full transparency and observability
  • Structured logging + heartbeat monitoring
  • Developer-friendly setup (Poetry + shell scripts)

Multi-Source Intelligence

  • TradingView webhook support
  • On-chain wallet event tracking (Ethereum, Solana, etc.)
  • Social signal ingestion (APIs)
  • Manual alert input
  • Unified processing pipeline

Backtesting & Trade Journaling

  • Signal-replay backtests (test signals on historical data)
  • Manual trade journaling with fills and fees
  • P&L tracking and performance metrics
  • Wallet trade reconstruction (on-chain trades)
  • Performance analytics dashboard

API-First Developer Experience

  • OpenAPI/Swagger documentation
  • REST endpoints for all functions
  • Webhook integration (send signals, receive scoring)
  • Local JSON database (SQLite)
  • Zero dependencies beyond Python 3.11

Safety First. Always.

We focus on confidence scoring and validation first. Optional live trading launches Q1 2026 for subscribers who want automated execution.

Intelligence First

We focus on confidence scoring and validation first. Optional live trading launches Q1 2026 for subscribers who want automated execution.

No Exchange API Keys Required
We never ask for exchange credentials
Full Audit Trail
Correlation IDs, structured logging
Open Source
Verify code on GitHub
Local Data Storage
You control everything
Zero Execution Risk
Analysis only, no trading

Connect Your Signals

Plug your existing alert sources into signalsGURU's intelligence pipeline

TradingView webhooks
Discord bot alerts
Telegram channels
X (Twitter) accounts
Custom algo outputs
integration-example.sh
# Send your alerts to signalsGURU API (requires subscription)
curl -X POST https://api.signalsguru.app/v1/ingest \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "source": "tradingview",
    "symbol": "BTC/USDT",
    "signal": "BUY",
    "confidence": 0.85,
    "metadata": {"indicator": "RSI_divergence"}
  }'

# signalsGURU processes, scores, and returns refined intelligence

How it works:

  • • Your alerts (TradingView, bots, algos) send data to signalsGURU
  • • Our platform scores, filters, and identifies high-confluence opportunities
  • • You receive clean, actionable intelligence via API or dashboard
  • • Review backtests and confidence scores before deciding to trade

Quickstart

Get started in 5 minutes with local bootstrap

Python 3.11+ native
Poetry for dependency management
Full REST API with Swagger docs
Microservices you can extend
quickstart.sh
# Clone and bootstrap signalsGURU locally
git clone https://github.com/signalsGURU/platform.git
cd platform

# Install dependencies
poetry install

# Start all services (Ingest, Processing, API)
./scripts/start_all.sh

# API available at http://localhost:8000/docs
curl http://localhost:8000/api/signals

Frequently Asked Questions

Everything you need to know about signalsGURU

Q

What is confluence scoring?

Confluence scoring measures how many independent signal sources agree within a short time window (typically 300 seconds). When multiple sources like TradingView alerts, on-chain wallet movements, and social signals converge on the same trade direction, the confluence score increases, indicating higher reliability.

Q

When will live trading be available?

Live trading automation is launching Q1 2026 for Professional and Enterprise subscribers. You'll be able to automatically execute high-confidence signals with full control over risk parameters. For now, the platform provides intelligence, backtesting, and signal validation - all the tools you need to evaluate signals before trading manually.

Coming Q1 2026: Optional live trading integration for Professional and Enterprise subscribers. Always opt-in with full custody control.

Q

How do I get started?

Subscribe to any plan, receive your API key instantly, and start receiving scored signals within minutes. Our API is REST-based with simple JSON responses.

curl -H "Authorization: Bearer YOUR_API_KEY" https://api.signalsguru.app/api/signals
Q

Can I use this with my existing trading bot?

Absolutely. signalsGURU is API-first and designed to integrate seamlessly with any trading bot or automation system. Simply call our REST API, receive signals with confidence scores, and route them to your existing execution logic. Many users enhance their bot strategies by using our high-confidence signals to trigger larger position sizes.

Q

What's the difference vs just using TradingView alerts?

TradingView provides single-source signals from chart indicators. signalsGURU aggregates signals from multiple sources (TradingView, on-chain data, social signals, wallet movements) and scores them by confluence and historical accuracy. You get validated intelligence instead of raw alerts, dramatically reducing false positives.

Pricing

Choose your plan and get instant API access

Starter

Perfect for individual traders getting started

$49/month
  • API access with 10,000 requests/month
  • Multi-source signal intelligence
  • Confidence & confluence scoring
  • Real-time alerts via webhook
  • Basic backtesting engine
  • Email support
MOST POPULAR

Professional

For serious traders and small teams

$199/month
  • Everything in Starter, plus:
  • 100,000 API requests/month
  • Advanced backtesting with historical data
  • Custom alert filtering & routing
  • Live trading signals (Q1 2026)
  • Priority support & private Discord

Enterprise

For trading teams and institutions

$499/month
  • Everything in Professional, plus:
  • Unlimited API requests
  • White-label API & dashboard
  • Custom signal source integrations
  • Dedicated infrastructure & SLA
  • 24/7 priority support & account manager

Use Cases

Built for serious traders and developers

Bot Enhancement

Integrate V2 signals to supplement existing strategies. High-confluence signals trigger larger positions while maintaining independent risk controls.

Strategy Diversification

Professional firms backtest enriched signals against historical data, improving Sharpe ratios with verified alpha from multiple sources.

Community Distribution

Successful traders use V2 to deliver signals programmatically to premium communities via webhooks or direct API integration.

Risk Management

Advanced traders dynamically adjust position sizing based on confidence scores, allocating more capital to high-confidence signals.

API Example

Simple REST integration, powerful results

GET /api/signals
{
  "signals": [
    {
      "source": "discord/day",
      "symbol": "BTCUSDT",
      "direction": "LONG",
      "confluence_score": 0.889,
      "confidence_score": 0.867,
      "supporting_sources": [
        "discord/day",
        "tradingview/ema",
        "internal/the_strat"
      ],
      "explanations": [
        "Confluence: 3 sources within 300s window",
        "Source weight boost: tradingview/ema (0.8)",
        "Final score: 0.867 (includes confluence boost)"
      ]
    }
  ],
  "count": 1,
  "window_seconds": 300
}

Protocol Override // Crypto Access

Protocol Override // Crypto Access

Prefer to pay with crypto? We accept ETH and SOL via manual invoice only.

>
[INFO] Crypto access is processed manually within 24-48 hours
>
[SUPPORTED] Ethereum (ETH) · Solana (SOL)
>
[STATUS] Manual invoice generation · Immediate API key upon confirmation

Opens email client with pre-filled crypto access request

Product Roadmap

What's next for signalsGURU

Q1 2026

Live Trading Execution

  • Optional execution mode (Professional & Enterprise)
  • Non-custodial: You retain full control
  • Exchange API integration (Binance, Coinbase)
  • Position sizing based on confidence scores
Q2 2026

Mobile App & Advanced Charts

  • iOS & Android native apps
  • Push notifications for high-confidence signals
  • Advanced charting & visualization
  • Trade journal with P&L tracking
Q3 2026

AI-Powered Signal Generation

  • Machine learning models trained on historical data
  • Pattern recognition across multiple timeframes
  • Sentiment analysis from social sources
  • Custom AI models (Enterprise only)

All roadmap items are subject to change based on user feedback and market conditions. Enterprise customers get early access to new features.