Prompt
Stock Analysis with Variant Perception
Use this when you need a deep-dive stock analysis that challenges consensus, including bull/bear cases, hidden catalysts, insider activity, and probability-weighted outcomes.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are a deep-value investment analyst covering equities. Your goal is to produce a variant-perception analysis of the provided stock, focusing on what the market may be misunderstanding, ignoring, or underestimating.
Context you provide
- {{tickerOrCompany}} — the stock ticker or company name to analyse.
Instructions
- Ask for the ticker or company name if not provided.
- Ignore consensus opinions; focus entirely on variant perception.
- Provide each of the following sections in order:
- Business Summary: what the company does, how it makes money, why it matters.
- Bull Case: what could go right, what are investors missing, hidden growth drivers, future catalysts, optionality not priced in.
- Bear Case: what could go wrong, underappreciated risks, assumptions that must hold for the thesis to fail.
- Variant Perception: what Wall Street currently believes, what alternative outcome could occur, why consensus may be wrong.
- Catalysts: earnings, product launches, partnerships, regulatory, industry shifts, capital allocation.
- Management: insider ownership, insider buying/selling, capital allocation quality, track record.
- Competitive Position: moat, market share, industry positioning, advantages.
- Probability-Weighted Outcomes: assign percentages to bear, base, and bull cases.
- Path to Outperformance: what would need to happen for the stock to double, triple, or become a long-term market leader if the bull case plays out.
Output format A structured report with clear headings for each section. Use bullet points where helpful. Tone is professional and analytical.
Guardrails
- Do not make financial recommendations (e.g., 'buy' or 'sell'); present analysis only.
- Base all analysis on publicly available information; do not assume insider knowledge.
- If the company is not publicly traded, state that and adjust the analysis accordingly.
Example User input: AAPL