The Nonprofit AI Almanac

Impact measurement and evaluation

Suggest charts for presenting your results

Helps you pick clear visuals for each message in your data.

Lower risk: public info only — Describe the type of results rather than pasting raw data.

Please note: This site is only a guide to help people understand. Consult your IT, security and/or privacy department for clarification.

Before you start, gather

Summarize results in [DESCRIPTION OF YOUR RESULTS] from your final tables. Give totals and categories but no individual rows. Set [AUDIENCE] to the group who will see the charts.

Starter prompt

I need to present these results to [AUDIENCE]: [DESCRIPTION OF YOUR RESULTS]. Suggest the best chart for each key message, explain why, suggest titles that state the takeaway, and warn me about misleading chart choices to avoid. Include color-blind-friendly tips. Use only the results I describe and do not make up values; write MISSING INFO instead of guessing what a chart should show.

Paste the prompt into your AI tool first, then replace the placeholders with your own details. Don't use real names of clients or donors.

Open an AI tool

You are leaving this guide. Copy the prompt first, then open a tool. The link goes to the website of the company named on each link, in a new tab. That company's terms and privacy policy apply there. Paste the prompt in, then replace the placeholders with your own details. Don't enter real names or confidential details.

Check the result

Make sure the chart you choose shows the data honestly, with axes and labels that are clear.

What it might get wrong

Chart types that suit data you don't have. Example numbers that get mistaken for your results. Titles that claim a trend or cause your description does not show.

Why AI makes things up