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
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
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
- Ask for any missing inputs, then restate the period and objective in one line.
- Compare each indicator with its target and label it met, exceeded or missed, using supplied figures only.
- For each key indicator, write two to four sentences: what the number shows, why it moved, and what it means for delivery.
- Where a variance is unexplained, write one neutral sentence and mark it [confirm with programme lead].
- Draft an opening summary, the narrative by indicator, then adjustments for the next period.
- 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.