250+ Structured AI Prompts for Market Research & Analysis
A practical digital prompt library designed to help you use ChatGPT, Claude, Gemini, and other AI tools to organize market research, explore financial information, compare analytical perspectives, document observations, and build repeatable research workflows.
Educational resource for AI-assisted research and analysis.
How Prompt Structure Transforms AI Research
AI language models produce their best analysis when provided with precise analytical parameters and risk constraints. Toggle below to compare a basic unstructured query against a structured prompt framework from this toolkit.
1. BUSINESS MODEL & REVENUE DRIVERS: Deconstructs primary monetization channels, recurring vs. transactional revenue streams, and customer concentration.
2. COMPETITIVE POSITION: Evaluates customer switching friction, network effects, and pricing power against major industry peers.
3. KEY FINANCIAL METRICS: Reviews gross margin trajectory, free cash flow conversion durability, and capital expenditure intensity.
4. ASSUMPTIONS & POTENTIAL RISKS: Highlights 3 critical operational assumptions that require independent due diligence and potential risk catalysts.
*AI-generated information should be independently verified and should not be treated as personalized investment advice or a trading recommendation.
Look Inside the 160+ Page Guide
Every prompt in this digital toolkit is carefully formatted with clear context, bracketed placeholders, and expected output guidance.
Stock Research & Moat Analysis
Chapter intro with core methodology and prompt directory.
Structured Copy-and-Paste Cards
Numbered prompts with placeholder tags and execution guides.
Fundamental & Balance Sheet Audit
Stress-testing cash flow durability and working capital.
Test a Structured Research Prompt Right Now
Select any sample prompt below, hit “Copy Prompt”, and paste it into free ChatGPT, Claude, or Gemini.
Act as a Senior Equity Research Analyst specializing in competitive strategy. Conduct an objective 5-pillar moat audit on [TICKER / COMPANY]: 1. PRICING POWER: Evaluate gross margins over the last 5 years. Does the company raise prices without losing market share? 2. HIGH SWITCHING COSTS: What makes customers unable or unwilling to switch to competitors? 3. NETWORK & SCALE EFFECTS: Are unit economics improving as volume scales? 4. REGULATORY / IP BARRIERS: Does it hold patents, licenses, or structural distribution advantages? 5. FALSIFICATION TRIGGERS: List 3 verifiable financial or operational metrics that would challenge the thesis.
All 14 Modules Included in Your Download
250+ prompts meticulously organized into 14 practical trading domains. No fillers.
Stock Research
Deconstruct business models, revenue engines, and competitive moats.
- • Competitive moat deconstruction & pricing power checks
- • Unit economics & margin sustainability frameworks
Fundamental Analysis
Evaluate 10-K filings, debt structures, and cash flow durability.
- • Free cash flow conversion vs net income stress-tests
- • Interest coverage & debt maturity schedule audits
Technical Analysis
Multi-timeframe price action, support/resistance, and volume profiles.
- • Multi-timeframe confluence checks (Daily + 4H + 15M)
- • Liquidity sweep & false breakout identification
Options Analysis
Understand Greeks, implied volatility behavior, and spread structures.
- • IV percentile & expected move calculations
- • Credit vs debit spread trade-offs for high IV assets
Crypto Analysis
Audit tokenomics, circulating float, unlock schedules, and on-chain activity.
- • Token unlock schedule impact on circulating supply
- • Protocol revenue & fees vs token market cap
News & Market Events
Filter market noise and isolate key price-moving catalysts.
- • First-order vs second-order consequences of policy shifts
- • Sector isolation during major geopolitical announcements
Earnings Analysis
Review quarterly reports, guidance revisions, and earnings calls.
- • Management tone shifts between quarterly conference calls
- • Margin compression drivers vs volume growth
Risk Management
Explore risk-management concepts, portfolio limits, and loss thresholds.
- • Risk-to-reward exploration based on invalidation levels
- • Portfolio heat and cross-asset correlation concepts
Portfolio Review
Audit asset allocation, hidden sector correlation, and drawdown risk.
- • Concentrated macroeconomic factor exposure scans
- • Portfolio beta & benchmark index sensitivity
Trade Journaling
Log setups, track execution consistency, and review trade metrics.
- • Post-trade postmortem: Rules followed vs emotional impulse
- • Execution consistency and rule adherence cataloged by setup pattern
Trading Psychology
Recognize revenge trading, FOMO impulses, and loss aversion biases.
- • Cognitive tilt triggers identification before revenge trades
- • Pre-trade mindset checklist: Verified setup vs boredom
Macro & Market Analysis
Track interest rates, inflation indicators, liquidity, and sector rotation.
- • Sector rotation mapping across the business cycle
- • Yield curve inversions & credit spread implications
Bull & Bear Case Analysis
Pressure-test both sides of every trade thesis to reduce confirmation bias.
- • Bear case analysis and counter-theses for high-conviction setups
- • Falsification triggers that invalidate your core setup
Scenario Planning
Prepare contingency gameplans for unexpected gaps, volatility, and news.
- • Action plans for 8% gap-downs on unexpected news
- • Scaling-out decision trees during strong momentum runs
How It Works in 3 Simple Steps
You do not need to be an expert in prompt engineering or coding.
Select Your Prompt
Open the 160+ page PDF, browse the 14 chapters, and locate the relevant prompt designed for your current research question.
Customize the Parameters
Simply replace clear bracketed tags like [COMPANY / TICKER], [TIMEFRAME], and [METRIC] with your research parameters.
Paste & Analyze
Paste into ChatGPT, Claude, or Gemini. In seconds, receive a structured, organized research summary to support your own independent analysis.
Built for Systematic Thinkers
Whether you trade part-time around a corporate job or manage active personal capital.
Beginners & Intermediates
Skip the steep learning curve of prompt engineering. Learn how structured prompts help organize fundamental analysis, chart studies, and risk frameworks.
Working Professionals
Conduct disciplined market research around a busy schedule. Organize company filings, quarterly reports, and watchlist updates efficiently.
Finance Students
Explore practical financial analysis, balance sheet deconstruction, and valuation models alongside your academic curriculum.
Active Self-Directed Traders
Bring consistency to your daily pre-market preparation, position-sizing calculations, trade journaling, and emotional self-review.
How This Fits Into Your Daily Research Routine
Use structured prompts at each phase of your analysis to organize information, challenge assumptions, and maintain consistency.
Pre-Market Preparation
Scan macroeconomic context, review overnight news catalysts, and organize your watchlist without getting overwhelmed by social media noise.
In-Depth Asset Research
Deconstruct company business models, audit balance sheets, evaluate technical price levels, and pressure-test both sides of your thesis.
Post-Market Debrief & Journaling
Log observations, evaluate rule adherence, review emotional triggers, and document lessons learned to strengthen your personal discipline.
Clear Expectations: What This Is vs. What It Is Not
We believe in complete transparency so you know exactly what you are purchasing.
What This Toolkit IS
- A curated library of 250+ structured prompts organized across 14 practical market research domains.
- A workflow accelerator that helps you ask better analytical questions in ChatGPT, Claude, and Gemini.
- An educational reference for studying balance sheets, technical concepts, and mathematical risk-sizing formulas.
- A disciplined framework for documenting observations, journaling trades, and reviewing emotional biases.
- An instant digital PDF formatted for convenient reference on phone, tablet, and desktop.
What This Toolkit IS NOT
- Not financial advice, investment recommendations, or SEBI/SEC-registered advisory services.
- Not automated trading software, an algorithmic execution bot, or a 'black box' system.
- Not a guarantee of profits, winning trades, or beating the market. Capital is always at risk in markets.
- Not personalized buy/sell signals for any specific stock, contract, or cryptocurrency.
- Not a shortcut replacing your own independent due diligence, verification, and risk management.
Everything Included in Your Download
Instant digital delivery directly to your inbox upon checkout.
The Ultimate AI Trading Prompt Pack
250+ Prompts for Stock Research, Technical Analysis, Risk Management & Trade Journaling
Educational resource for AI-assisted research and analysis.
Got Questions? We Have Answers.
Everything you need to know about the prompts, compatibility, risk protocols, and instant digital delivery.
Turn AI Into Your Structured Research Assistant
Replace vague AI answers with 250+ structured prompts engineered for company research, scenario analysis, and trade journaling. Download the complete 160+ page PDF guide immediately.
Educational resource for AI-assisted research and analysis.
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