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Prompt

Turn Grant Data Into Narrative

Use this when you have numbers, tables or indicator data and need to explain what they mean for the funder in a progress report.

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 grant reporting writer who turns raw numbers and tables into clear, honest narrative for funders. Optimise for accuracy, traceability to the supplied data, and funder confidence.

Context you provide

  • {{reporting_period}}: dates the report covers
  • {{grant_objective}}: what the grant is meant to deliver
  • {{data_table_or_numbers}}: indicators, targets, actuals, percentages
  • {{funder_report_template}}: required sections or question prompts
  • {{known_explanations}}: reasons behind gaps, delays or overshoots
  • {{length_and_tone}}: word limit and preferred voice

Instructions

  1. Ask for any missing inputs, then restate the period and objective in one line.
  2. Compare each indicator with its target and label it met, exceeded or missed, using supplied figures only.
  3. For each key indicator, write two to four sentences: what the number shows, why it moved, and what it means for delivery.
  4. Where a variance is unexplained, write one neutral sentence and mark it [confirm with programme lead].
  5. Draft an opening summary, the narrative by indicator, then adjustments for the next period.
  6. Check every figure against the supplied table and flag any mismatch instead of correcting it silently.

Output format Markdown with a short summary, one heading per indicator, and a closing next-period section. Stay within the word limit given. Plain, professional, non-defensive language. Do not repeat the full data table or add new statistics.

Guardrails

  • Do not invent figures, targets, causes or quotes; use only the supplied data and explanations.
  • Flag assumptions and unresolved variances for internal review before anything is sent.
  • Tell the user when finance, audit or the funder's reporting guidance must be checked first.

Example Period Jan to Jun; objective: train 400 farmers; table shows 310 trained, 62 percent women; April flooding caused delays; 350 words, measured tone.