Writing · 4 min read · Jun 2026
Prompts are the new forms
For twenty years we designed forms to collect structured input. AI products replaced many of them with a single text box — and handed designers a whole new set of problems.
A good form is opinionated. It tells you exactly what's needed, in what order, and what a valid answer looks like. A prompt box does the opposite: it promises the AI can do anything, then leaves you alone with a blinking cursor.
While designing Orbit AI, we watched new users type “hi” and then give up. The model was capable; the interface just gave them nowhere to start. The fix wasn't a smarter model — it was borrowing the best ideas from forms.
Start with suggestions, not a blank box
Forms never ask “What would you like to tell us?” They offer fields. Prompt interfaces can do the same with suggestion chips based on context: the page you're on, the data you just opened, the task you did yesterday. One click beats a perfect prompt.
Show the structure behind the sentence
When someone types “send the overdue invoices to finance”, show them how the system understood it: which invoices, which recipients, which date range. Turning free text back into editable fields builds trust and makes mistakes easy to fix.
“A prompt is just a form that hasn't decided what it wants yet.”
Validate before you act
Forms check your input before you hit submit. AI should do the same: preview the result, flag anything ambiguous and ask one short follow-up question instead of guessing. A confirm step costs a second; a wrong action costs trust.
Remember what worked
Autofill was one of the best things that ever happened to forms. Prompt products need the same thing: saved prompts, recent actions and templates that turn a great one-off request into a repeatable button.
Free text is powerful, but structure is what makes it usable. The best AI interfaces will feel less like chatting with a stranger and more like filling in a form that already knows you.
© 2026 Alex Rivera