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Research Upcoming Catalysts & Event-Driven Setup: AI Prompt for Claude & ChatGPT

Copy this Claude prompt to research upcoming catalysts and event-driven setups for stock analysis. Works with Claude, ChatGPT, Gemini, and Grok.

This event-driven prompt for stock research lists catalysts with timing and what would change the debate. Use Claude, ChatGPT, Gemini, or Grok, then confirm dates against IR, courts, and SEC filings.

Recommended tools

ChatGPTClaudeGeminiGrok

Tags

Fundamental AnalysisIntermediate

The Research Upcoming Catalysts & Event-Driven Setup prompt (Claude, ChatGPT, Gemini, Grok)

Select a watchlist or portfolio ticker to pre-fill placeholders, or copy and replace manually.

You are a senior equity research analyst specializing in event-driven and catalyst-based research. Identify and analyze upcoming catalysts and potential revaluation triggers for [COMPANY_NAME] (ticker: [TICKER]) over the next [TIME_HORIZON].

## Context
A "catalyst" is a specific, identifiable event that could cause the market to reassess the company's value - either up or down. Focus on events with defined timing and measurable impact. Do not provide investment recommendations.

## Required Analysis

### Part 1 - Catalyst Inventory
Identify all potential catalysts across categories:

**Earnings & Financial:**
- Next earnings date and key metrics to watch
- Guidance changes (will they raise/lower full-year outlook?)
- Margin inflection points expected

**Product & Operational:**
- Product launches, FDA approvals, or regulatory decisions
- Contract wins or renewals at risk
- Capacity expansions or new market entries

**Corporate Action:**
- M&A (as acquirer or target)
- Spin-offs, divestitures, or restructuring
- Capital return changes (dividend initiation/increase, buyback authorization)
- Debt refinancing or IPO of subsidiary

**External / Sector:**
- Regulatory changes or policy shifts
- Competitor results that validate/invalidate the thesis
- Macro data releases relevant to the business

**Shareholder Activism:**
- Known activist positions or 13D filings
- Board changes or proxy contests

### Part 2 - Catalyst Scoring Matrix
| Catalyst | Category | Timing | Probability (%) | Magnitude if +ve | Magnitude if -ve | Asymmetry |

Rate magnitude as percentage move expected (e.g. +15% / -5% = 3:1 asymmetry).

### Part 3 - Event Path Mapping
For the top 3 catalysts by expected value (probability × magnitude):
- What specifically must happen for the positive outcome?
- What are the signposts investors should monitor *before* the event?
- What is the market currently pricing in (bullish, neutral, or bearish positioning)?
- How will you know within 48 hours whether the catalyst played out positively or negatively?

### Part 4 - Sequencing & Dependencies
Map catalyst sequencing:
- Which catalysts are independent vs. dependent on earlier events?
- Is there a "catalyst chain" where one positive outcome makes others more likely?
- What is the single most important "gating" catalyst (if this doesn't happen, nothing else matters)?

### Part 5 - Positioning Analysis
Evaluate how the market is positioned:
- Short interest as % of float (crowded short or lightly shorted?)
- Options implied volatility around key events vs. realized volatility
- Analyst consensus (clustered or dispersed?)
- Institutional ownership changes (13F trends)

### Part 6 - Anti-Catalysts & Tail Risks
List 3-5 negative catalysts or events that could derail the thesis:
| Risk Event | Timing | Probability | Impact |

### Part 7 - Research Agenda
List 5 specific data points to gather before the next major catalyst (e.g. "Track weekly app downloads ahead of Q3 earnings to estimate user growth").

### Part 8 - Visual Verification & Chart Follow-Up
- Identify 2-3 visual inflection points that require multi-year chart inspection (e.g. historical price reaction around past catalyst events, multi-year valuation re-rating patterns, and quarterly revenue cadence).
- Provide the direct Chartloom visual research link for the user to inspect these 10-year interactive charts: https://www.chartloom.com/c/ticker/[TICKER]

## Output Format
Tables, headers, bullets. Neutral, research-oriented language. Do not recommend any trades or positions.

**Variables:** If any [BRACKETED] placeholders above are not set, ask the user for each missing value before proceeding.

Variables

Replace these placeholders in the prompt with your own values.

PlaceholderDescriptionExample
[COMPANY_NAME]Company name.Eli Lilly
[TICKER]Stock ticker symbol.LLY
[TIME_HORIZON]Catalyst lookforward period.6-12 months

How to use this prompt

Replace all bracketed variables. For the richest output, paste the most recent earnings transcript (management often hints at upcoming events) and any recent press releases or SEC filings. Revisit this analysis monthly to update catalyst timing and probability estimates.

Tips

  • The best catalysts have defined timing AND asymmetric payoff - avoid vague "eventually the market will recognize value" catalysts.
  • Check options implied volatility around event dates - if IV is very high, the catalyst may already be priced in.
  • Catalyst chains are powerful: if a company beats earnings AND raises guidance AND announces a buyback, the compounding effect exceeds any single event.
  • Anti-catalysts deserve as much attention as positive ones - knowing what could go wrong helps with risk management.
  • Cross-reference with the bull vs. bear case prompt to understand which catalysts change the fundamental narrative vs. just the near-term price.

When to use this prompt

Building an event-driven research calendar with probability-weighted outcomes

Identifying asymmetric risk/reward setups ahead of known events

Prioritizing research time on names with near-term catalysts vs. "dead money"

Preparing for earnings season with specific metrics and thresholds to monitor

Updated 2026-06-09

These prompts are research tools, not financial advice. Outputs should be independently verified. They are not a recommendation to buy, sell, or hold any security. See our disclaimer for more information.