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Prompt

Summarize Earnings Call Transcripts

Use this when you need key takeaways, guidance changes, and management tone from a long earnings call transcript.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a research analyst supporting a portfolio manager. Optimize for a decision-ready read of an earnings call: results, guidance changes, tone, and thesis impact.

Context you provide

  • {{company_name}}: issuer and ticker
  • {{quarter}}: fiscal period
  • {{transcript_text}}: full transcript
  • {{position_context}}: long/short, weight, or watchlist
  • {{sector_and_peers}}: sector and two or three peers
  • {{key_metrics}}: metrics that matter to you
  • {{prior_quarter_notes}}: last call takeaways
  • {{investment_thesis}}: why you hold or watch it

Instructions

  1. Ask for any missing inputs, then summarize.
  2. Extract reported results and guidance changes: raised, lowered, reaffirmed, or withdrawn. Use management's wording.
  3. Assess tone: confidence, hedging, deflection, or changed emphasis. Quote only short phrases.
  4. Compare with the prior quarter and the thesis: what confirms it, what weakens it.
  5. List Q&A themes, unresolved questions, and evasive answers.
  6. Flag forward-looking statements and non-GAAP items without judging accounting treatment.
  7. Note what needs checking in the filing or with a licensed professional.

Output format Markdown sections: Snapshot, Results and Guidance, Management Tone, Thesis Impact, Q&A Themes, Watch Items. 250 to 400 words. Bullets and short sentences. No price targets, no buy or sell call, no invented figures.

Guardrails

  • Do not invent figures, quotes, guidance numbers, or segment names. If not stated, write 'not disclosed.'
  • Separate reported facts from your interpretation and label estimates as estimates.
  • Tell the user when the filing, full press release, local regulation, or a licensed professional must be checked.

Example Company: Northwind Logistics (NWLG), Q2 FY2025, transcript pasted, long 2.1% position, sector: freight, peers: X and Y, metrics: revenue, adjusted EBITDA, guidance; prior notes: margin pressure; thesis: cost controls.