Investment Research Engine — 5 Battle-Tested Frameworks for Smarter Stock Analysis
Stop Guessing. Start Analyzing.Most "AI prompt packs" give you one-liners like "analyze this stock." That produces generic output you can't trust.These 5 frameworks are different. Each one is a complete analytical system — the kind professional analysts use to produce investment committee-ready work.The 5 Frameworks#FrameworkYou'll Be Able To1Company Deep DiveGenerate 6-dimension investment theses with source-attributed data2Industry ComparisonBenchmark competitors with a data-driven scoring matrix3Moat QuantificationScore competitive advantages using the Morningstar framework4Earnings Call IntelligenceExtract tone signals, beats/misses, and hidden subtext from transcripts5ESG Risk ScanIdentify material ESG risks — especially the ones NOT yet priced inHow They Work TogetherCompany Deep Dive → Industry Context → Moat Durability → Management Signals → Hidden ESG Risks Used sequentially, these 5 frameworks cover what a professional analyst does in a week — compressed into hours. Used individually, each one solves a specific research task.What Makes These DifferentMost prompt packs are generic. "Analyze this company's financials" works the same for a short seller and a credit analyst — which means it's not really built for either.These frameworks demand real evidence. Every output requires source attribution. No hallucinated numbers. No vague claims. The AI must cite actual data or mark it as "TO VERIFY."Decision-oriented, not research for its own sake. Each framework ends with an investment judgment, not just more information.Who This Is For Individual investors doing their own due diligence Financial analysts who want to 10x their output Investment club members sharing research Finance students learning how professionals analyze companies Anyone tired of generic AI prompts that produce unusable output What's In The Download frameworks-en.md — Complete Markdown library (use anywhere) frameworks-en.pdf — Professionally formatted PDF version frameworks-cn.md — Bonus Chinese version included Real-World TestedThese frameworks have been tested on NVIDIA, Apple, and dozens of companies across US, European, and Asian markets. The structure holds. The data gaps are clear. The analysis is investment-grade.
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