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Building with Canvas

Create small apps inside ChatGPT

ChatGPT can build small, working apps for you inside a workspace called Canvas. In this lesson you'll learn how to plan an app in one prompt, preview it, improve it, fix it, and share it.

What is Canvas?

Building with Canvas is like working with an architect who draws while you talk. You describe the house, they sketch it, and you say "make the kitchen bigger". The sketch updates right away.

  • Canvas is a panel that opens beside the chat.
  • ChatGPT writes the app's code (the instructions a computer follows) in that panel.
  • A preview runs the code, so you can click around the real app.
  • You improve it with short follow-up prompts, one change at a time.

To open Canvas, pick it from the tools menu (often behind the + button). Or just write "Use canvas" at the start of your prompt.

Plan
in a few lines
→
Build prompt
one clear request
→
Preview
try the app
→
Follow-up
one change
→
Share
when happy
The build loop you'll repeat until the app feels right.

Planning a small app in a prompt

Planning an app is like writing a shopping list before you go to the store. Without a list, you wander around and forget things. A vague request gets a vague app. A clear plan gets something close to what you imagined.

You don't need a long document. Answer five short questions:

  • What it does — one sentence. If you can't write it, the idea is still fuzzy.
  • Who uses it — the people who will open the app, and on what device.
  • Inputs — what the user types or picks.
  • Outputs — what the app shows back.
  • Must-haves — the smallest set of features that makes it useful.

Think of a vending machine: coins and a button press go in, a snack comes out. For example, imagine a study planner app:

FeatureExample
Input: subjectsBiology, Math, History
Input: exam datesOne date per subject
Input: hours per day3 hours
Output: daily planDay 1: Biology (2h), Math (1h) ...
Inputs and outputs for an example study planner.

Everything else, like reminders or dark mode, is a nice-to-have. Leave it for later.

The build prompt template

Turn your five answers into one prompt. Copy this template and fill in the brackets:

Prompt
Use canvas. Build a single-page web app called "[app name]" that I can preview right here. I don't know how to code, so keep everything in one file.

What it does: [one sentence]
Users: [who uses it, and on what device]

Inputs:
- [input 1]
- [input 2]

When I click "[main button]":
- [rule 1]
- [rule 2]

Output: [what the app shows, and how it looks]

Design: clean and friendly, works on a phone, big readable text.
If any input is missing, show a short friendly message instead.

Let's break this down:

  • "Use canvas" and "preview right here" tell ChatGPT where to build.
  • "One file" keeps the app simple to view, save, and share.
  • The rules are clear bullets, so the app behaves in a predictable way.
  • The last line asks for error handling: what the app does when something goes wrong.

For the study planner, the rules might read: "Give more hours to subjects whose exam is sooner" and "No subject is planned after its exam date."

Where's the "AI" in an app like this? ChatGPT is the AI that designs the rules and writes the code. The finished app runs by itself in the browser. It doesn't need an API key or an AI connection to work.

Preview and test

ChatGPT writes the code in the Canvas panel. Look for a Preview or Run button at the top of the panel and click it.

Now test it like a real user would. A quick checklist:

  • Fill in normal inputs and press the main button. Is the result right?
  • Try an edge case, like a very large number or a date far away.
  • Leave everything empty and press the button. Do you see a friendly message?
  • Make the window narrow, like a phone. Does it still look good?

Iterate with follow-up prompts

To iterate means to improve something in small rounds. Ask for one change at a time, then test again.

You
ChatGPT (Canvas)
Build prompt with your plan
→
←
Writes the app and shows a preview
Show each result as a card
→
←
Edits the layout in place
Add a Copy button
→
←
Adds the button
Each follow-up is a small, clear request. ChatGPT updates the same Canvas.
Prompt
Show each day as a card. Put the date in bold at the top of the card. Keep everything else the same.
Prompt
Add a short summary above the results: [what to summarize]. Keep everything else the same.
End follow-ups with "Keep everything else the same." It stops the AI from rewriting parts that already work.

Fixing problems

Things will go wrong sometimes. That's normal, even for professional developers. The trick is to describe the problem clearly: what you did, what you expected, and what happened.

Prompt
There's a problem. I [what you did].
Expected: [what should happen]
What happened: [what actually happened]
Please find the cause, explain it in one sentence, and fix it.

Saving and sharing

  • Keep it in a project. The chat and Canvas stay there, so you can come back later.
  • Share a link. Look for a Share button in Canvas or the chat. Anyone with the link can view it.
  • Download the code. Use the copy or download option and save it as an .html file. Double-click the file to open it in your browser.
A shared link can be opened by anyone who has it. Remove personal information, like your full name or school, before you share.

Common mistakes

Asking for many changes at once

text
Wrong: Add dark mode, checkboxes, a calendar view, and fix the dates.
Right: Fix the dates. (Test.) Then: add checkboxes. (Test.)

Vague bug reports

text
Wrong: It's broken, fix it.
Right: When I click "Make my plan" with 2 subjects, only the first one shows. Please fix it.

Planning too much

text
Wrong: Must-haves: login, reminders, calendar sync, dark mode, and a chatbot.
Right: Must-haves: the 3 or 4 things that make the main result appear.
  • Not testing after each change. Bugs are easiest to fix right after they appear.
  • Trusting the output blindly. Check dates and numbers yourself once.

Practice

Try these exercises to lock in what you just learned.

Quiz
Not started
You want ChatGPT to build a tip calculator in Canvas. Which prompt is most likely to work well the first time?
Quiz
Not started
Your Canvas app works, but you want three changes. What's the best way to ask?
Quiz
Not started
A button in your app does nothing when clicked. Which bug report helps ChatGPT most?

What's next?

You can now build and share a small app with ChatGPT. Next, you'll meet Claude and learn your way around its interface.