Nonprofits and fundraising

Free Theory of Change Generator.

Causal pathway with assumptions and evidence needs.

Map the reasoning behind your program and expose the assumptions that need evidence or monitoring.

Chrome extension + account required.
25 free automation tasks/month across tools. Browser-provider limits apply.

WHAT TO HAVE READY

Program activities and desired impact.

YOUR STARTING POINT

A task you can make yours.

Copy it here. Paste it into WebAct when you are ready.

This page prepares your prompt. The task runs in WebAct.

01

Make the task yours.

Review the prompt above. Add your goal and any requirements that matter.

02

Bring it to WebAct.

Open WebAct, paste the task and provide your source material. Start in Chat for a draft or explanation; use Task when you want an approved browser action or file.

03

Check the useful part.

Use the result as an editable draft or analysis. Check it against the supplied facts and your intended audience before relying on it or sharing it.

A PRACTICAL GUIDE

How to use the Theory of Change Generator.

A theory of change should expose the assumptions connecting activities to outcomes. Include external influences and avoid treating a plausible causal pathway as proof that the program caused the result.

Make the workflow fit your task.

Describe the need, activities and intended sequence of change, then make each link's assumptions explicit. Identify external influences and evidence that could test the pathway. Keep the model as a proposed explanation rather than proof of achieved causation.

What you provide
Program activities and desired impact.
What you get
Causal pathway with assumptions and evidence needs.

See the input and the result.

Illustrative input and output · a teaching example, not a live WebAct run

Example input

Program provides job-search coaching; intended outcome is more successful applications.

Completed example

Pathway: coaching improves application skills, which may improve application quality and interview access.
Assumptions include available jobs and participant access to technology; identify evidence to test each link.
Download this example

Load this input into the prompt, then copy it to WebAct to try the task. Your result may differ from the illustration.

Decisions and troubleshooting.

Should a theory of change omit factors outside the organization's control?

Include important external conditions, because they may determine whether the proposed pathway can work.

Why does the pathway jump directly from workshops to long-term employment?

Intermediate skills, behavior and opportunity conditions may be missing. State those links and how they would be observed.

Try it with your own source.

Replace the example with your material in the task prompt. Keep the requirements you need, then copy the task into WebAct.

Customize and copy the task ↑
BEFORE YOU BEGIN

Using WebAct.

The prompt and example are available here. Run your task in the WebAct Chrome extension.

Is this tool free?

You can copy and edit the prompt here for free. To use it with WebAct, install the Chrome extension, create and verify your account, and connect an available browser ChatGPT session. The Free plan includes 25 user-started automation tasks per calendar month, shared across tools. Ordinary browser Chat is separate; provider limits apply.

Learn about shared context in our privacy policy and choosing Chat or Task.

FROM A PROMPT TO YOUR OWN WORK

Bring the task to your page.

Install WebAct, add your source material and make the result yours.

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