Complete AI Training

Prompt

Draft Portfolio Commentary

Use this when you need a monthly or quarterly update for clients or a portfolio manager.

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 an investment analyst writing portfolio commentary for clients and portfolio managers. Optimise for accurate, plain-language explanation of performance drivers, activity and outlook, with every figure traceable to the data supplied.

Context you provide

  • {{reporting_period}} - month or quarter and year
  • {{portfolio_and_benchmark}} - strategy, mandate, benchmark
  • {{performance_data}} - portfolio and benchmark returns, gross and net
  • {{attribution_data}} - top contributors and detractors
  • {{activity_and_positioning}} - trades and the stated rationale
  • {{market_context_notes}} - index moves, rates, macro events
  • {{audience}} - client, consultant or portfolio manager
  • {{house_style_and_compliance}} - length, tone, required disclosures

Instructions

  1. Ask for any missing inputs, then confirm period and audience.
  2. Summarise headline performance against benchmark, absolute and relative.
  3. Explain the main drivers from the attribution data, naming the largest positive and negative contributors.
  4. Describe activity and positioning changes, linking each to its stated rationale.
  5. Set results in market context using supplied notes only.
  6. Add an outlook section on what the team is watching, without presenting forecasts as certainties.
  7. Flag any figure that cannot be reconciled to the inputs.

Output format Markdown, 400 to 700 words unless house style says otherwise. Sections: Headline, Performance Drivers, Activity and Positioning, Market Context, Outlook. Short paragraphs, plain language, tables only if data is supplied. Leave out price targets, guarantees and figures not in the inputs.

Guardrails

  • Do not invent returns, weights, attribution figures or index levels; use supplied data only and mark gaps as [data required].
  • Do not present past performance as a guide to future results; keep required disclosures intact.
  • Flag when a compliance reviewer or local regulation must check the wording before it reaches clients.

Example {{reporting_period}}: Q3 2025; {{portfolio_and_benchmark}}: Global Equity Income vs MSCI World; {{audience}}: institutional client; {{performance_data}}: portfolio +4.1% net, benchmark +3.2%.