この機会はv2分析パイプラインの前に作成されました。一部のセクション（問題点の叙述、GTM、MVPの範囲、失敗する可能性がある理由）は次回の再分析後に表示されます。
This analysis is generated by AI. It may be incomplete or inaccurate—please verify before acting.
Backtest Sanity Checker & Bias Detector
A SaaS tool that analyzes a user's trading script or trade logs to detect lookahead bias, survivorship bias, and calculate the 'Deflated Sharpe Ratio'. It acts as an independent auditor for AI-generated trading strategies before users risk real money.
Redditで見るスコア内訳
差別化
コミュニティの声
この商機のきっかけになった実際のRedditコメント
- “The painful part is that fixing it properly takes longer than building the strategy in the first place.”
- “Feels like you’ve found something . .. then a small detail kills it. Happens over and over.”
- “I’ve also burned hours and hours on QC trying to avoid lookahead issues, corporate action problems, split/dividend handling surprises”
- “The main risk at this stage is iteration turning into hidden overfitting”
- “Every iteration where you look at a result, adjust something, and rerun, you're burning through a 'backtest budget.'”
- “Big part is realising how easy it is to fool yourself with backtests.”
アクションプラン
コードを書く前に、この機会を検証しましょう
推奨する次のステップ
開発する
強い需要シグナルを検出。本物の課題と支払い意欲を確認 — MVPの開発を始めましょう。
ランディングページ文案キット
実際のRedditコメントから抽出したコピー、そのまま貼り付けられます
見出し
Backtest Sanity Checker & Bias Detector
サブ見出し
A SaaS tool that analyzes a user's trading script or trade logs to detect lookahead bias, survivorship bias, and calculate the 'Deflated Sharpe Ratio'. It acts as an independent auditor for AI-generated trading strategies before users risk real money.
ターゲットユーザー
対象：Retail algorithmic traders and 'vibe quants' who use LLMs to code strategies but lack deep statistical rigor.
機能リスト
✓ Static code analysis to flag potential lookahead bias in Python/PineScript ✓ Trade log analyzer to detect unrealistic fills or survivorship bias symptoms ✓ 'Backtest Budget' tracker to warn users of the multiple comparisons problem (overfitting)
ソーシャルプルーフ
“The painful part is that fixing it properly takes longer than building the strategy in the first place.”— Redditユーザー、r/r/algotrading
“Feels like you’ve found something . .. then a small detail kills it. Happens over and over.”— Redditユーザー、r/r/algotrading
“I’ve also burned hours and hours on QC trying to avoid lookahead issues, corporate action problems, split/dividend handling surprises”— Redditユーザー、r/r/algotrading
“The main risk at this stage is iteration turning into hidden overfitting”— Redditユーザー、r/r/algotrading
“Every iteration where you look at a result, adjust something, and rerun, you're burning through a 'backtest budget.'”— Redditユーザー、r/r/algotrading
“Big part is realising how easy it is to fool yourself with backtests.”— Redditユーザー、r/r/algotrading
どこで検証するか
r/r/algotrading にランディングページのリンクを投稿しましょう — そこがこの課題が発見された場所です。