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Trade Reconciliation & Debugging SaaS
A SaaS platform that ingests TradingView backtest data and live broker execution logs to automatically highlight mismatches. It pinpoints exactly where a strategy is failing in live markets (e.g., slippage, webhook latency, repainting) by comparing intended entries with actual fills line-by-line.
Why this matters
A SaaS platform that ingests TradingView backtest data and live broker execution logs to automatically highlight mismatches. It pinpoints exactly where a strategy is failing in live markets (e.g., slippage, webhook latency, repainting) by comparing intended entries with actual fills line-by-line.
- · Built for Retail algorithmic traders transitioning from backtesting to live execution who are experiencing unexpected losses..
- · Most likely monetization: SaaS subscription.
Score Breakdown
Market Signal
Differentiation
Action Plan
Validate this opportunity before writing code
Recommended Next Step
Build
Strong demand signals detected. Real pain, real willingness to pay — start building an MVP.
Landing Page Copy Kit
Ready-to-paste copy based on real Reddit community language — no editing required
Headline
Trade Reconciliation & Debugging SaaS
Sub-headline
A SaaS platform that ingests TradingView backtest data and live broker execution logs to automatically highlight mismatches. It pinpoints exactly where a strategy is failing in live markets (e.g., slippage, webhook latency, repainting) by comparing intended entries with actual fills line-by-line.
Who It's For
For Retail algorithmic traders transitioning from backtesting to live execution who are experiencing unexpected losses.
Feature List
✓ CSV/API import for TradingView backtest logs ✓ API integration with major brokers (IBKR, Tradovate) for live logs ✓ Automated line-by-line mismatch detection (latency vs slippage vs repainting) ✓ Visual dashboard showing the 'Backtest vs Live Gap' in dollar amounts
Where to Validate
Share your landing page in r/r/algotrading — that's exactly where these pain points were discovered.
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Community Voices
Real quotes from Reddit comments that inspired this opportunity
- “tradingview pinescript to live execution is the hardest hop in retail algo because TV's fill simulation is wildly optimistic”
- “pinescript live performance vs backtest is one of those traps that costs everyone money once”
- “Fuck, I wasted my time on TradingView's metrics, I should have known it was bullshit.”
- “I tried coding a Python Webhook and connecting to TopStep, but the trades it would take were way off and horrible.”
- “I have tried this but it has insane latency and errors.”
- “webhook latency is real but the bigger issue is fill assumptions.”
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