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Analyze Earnings Call Transcript Sentiment: AI Prompt for Claude & ChatGPT

Copy this Claude prompt to analyze earnings-call transcripts for stock research: tone, Q&A sentiment, and red flags. Works with Claude, ChatGPT, Gemini, and Grok.

This AI prompt for stock research scores management tone and Q&A dynamics on an earnings call. Paste the transcript into Claude, ChatGPT, Gemini, or Grok and treat evasive answers as research questions, not trading signals.

Recommended tools

ChatGPTClaudeGeminiGrok

Tags

Earnings ResearchIntermediate

The Analyze Earnings Call Transcript Sentiment 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 behavioral finance and management sentiment. Perform a deep-dive analysis of the most recent earnings call transcript for [COMPANY_NAME] (ticker: [TICKER]).

## Context
Use the provided earnings call transcript ([TRANSCRIPT_TEXT]). Focus heavily on the Q&A session, as prepared remarks are heavily scripted. Do not speculate about future stock price movements or provide investment recommendations.

## Required Analysis

### Part 1 - Tone & Sentiment Scorecard
Rate the overall tone of management on a 1-10 scale (1 = extremely cautious/defensive, 10 = highly confident/bullish) for the following areas:
- Overall business trajectory
- Demand environment / Macro conditions
- Margin sustainability
- Capital allocation (buybacks, dividends, M&A)
Provide a 1-sentence justification for each score based on specific language used.

### Part 2 - Q&A Dynamics & Evasion
Analyze the Q&A session for potential red flags:
- Identify 2-3 questions where management gave evasive, overly complex, or non-direct answers.
- What specific metric or topic were analysts pressing on the most?
- Did management abruptly change the subject or defer to "we'll provide an update next quarter"?

### Part 3 - Keyword & Theme Shifts
Identify shifts in management's focus by tracking specific themes. Note if management repeatedly emphasized:
- "Macro headwinds", "FX impact", or "supply chain" (often used as excuses)
- "AI", "efficiency", "cost-cutting", or "restructuring"
- "Record", "unprecedented", or "acceleration"
Provide exact quotes where these themes were most prominent.

### Part 4 - The "Elephant in the Room"
What is the biggest risk or concern that analysts brought up, and how effectively did management neutralize it? Did they provide hard data, or just qualitative reassurance?

### Part 5 - Follow-Up Research Agenda
List 3-5 specific, actionable questions a researcher should investigate next based on the transcript (e.g., "Verify management's claim that churn is stabilizing by checking the 10-Q deferred revenue").

### Part 6 - Visual Verification & Chart Follow-Up
- Identify 2-3 visual inflection points that require multi-year chart inspection (e.g. historical post-earnings revenue growth trends, operating margin progression, and R&D spend efficiency).
- 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
Use clear headers, bullet points, and bold text for emphasis. All language must be objective and analytical.

**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.Meta Platforms
[TICKER]Stock ticker symbol.META
[TRANSCRIPT_TEXT]The full text of the earnings call transcript, including the Q&A section.Paste the full earnings call transcript here

How to use this prompt

Copy the prompt into your preferred AI assistant. Replace all [BRACKETED] placeholders. Paste the full text of the earnings call transcript (especially the Q&A section) into the chat. Use the output to gauge management confidence and identify areas for deeper fundamental research.

Tips

  • The Q&A section is far more valuable than the prepared remarks. If context limits are an issue, only paste the Q&A.
  • Look for "tells" like management blaming macro factors for poor performance while peers are thriving.
  • Compare the sentiment of this quarter's call to the previous quarter to track changes in confidence.

When to use this prompt

Quickly extracting the most important insights from a 1-hour earnings call

Identifying analyst concerns that management failed to adequately address

Gauging management confidence before updating financial models

Updated 2026-04-01

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.