# AI prompts for UX and product design: copy, specs, and critique

> Where AI fits in a design workflow: writing microcopy, reviewing design specifications, generating user story maps, and writing component requirements.

Source: Promptea — https://www.promptea.me/en/guides/ai-prompts-for-design · Language: English · Last updated: 2026-11-09

## Where AI genuinely helps in design

- Generating multiple variants of button labels, error messages, and empty states.
- Drafting first passes at component documentation.
- Critiquing a written spec for missing edge cases.
- Writing acceptance criteria for user stories.
- Generating alternatives to a design decision you are second-guessing.
- Translating a sketch description into a technical spec.

## What AI cannot replace in design

- Visual judgment — AI cannot look at your mockup and tell you if it is visually clear.
- User research — AI cannot replace talking to actual users.
- Interaction design — AI can describe interactions but cannot feel usability problems.
- Brand alignment — AI does not know your guidelines unless you supply them explicitly.

## How to brief AI effectively for design tasks

- Provide context: user, platform, and interaction type.
- Specify the tone: professional / friendly / urgent / neutral.
- Set constraints: character limits for copy, no jargon, no passive voice.
- Ask for variants, not a single answer: 'give me 5 options.'
- Provide brand vocabulary if you have it: 'use workspace, not project.'

## Templates

### UX microcopy variants

```text
I need copy variants for a UI component.

Component: [e.g. empty state, error message, button label, tooltip, onboarding step]
Context: [what the user just did or is about to do]
Platform: [web app / mobile / desktop]
Audience: [who will see this — e.g. new users, power users, non-technical users]
Tone: [professional / friendly / playful / neutral / urgent]
Constraints:
- Maximum length: [e.g. 60 characters for the headline, 120 for the body]
- Avoid: [jargon, passive voice, exclamation marks, or anything else]
- Must include: [any required word, link, or action]

Produce 5 variants. For each, write the copy and one sentence explaining the tone/approach choice.
```

[Open in Promptea](https://www.promptea.me/en/analyzer?prompt=I+need+copy+variants+for+a+UI+component.%0A%0AComponent%3A+%5Be.g.+empty+state%2C+error+message%2C+button+label%2C+tooltip%2C+onboarding+step%5D%0AContext%3A+%5Bwhat+the+user+just+did+or+is+about+to+do%5D%0APlatform%3A+%5Bweb+app+%2F+mobile+%2F+desktop%5D%0AAudience%3A+%5Bwho+will+see+this+%E2%80%94+e.g.+new+users%2C+power+users%2C+non-technical+users%5D%0ATone%3A+%5Bprofessional+%2F+friendly+%2F+playful+%2F+neutral+%2F+urgent%5D%0AConstraints%3A%0A-+Maximum+length%3A+%5Be.g.+60+characters+for+the+headline%2C+120+for+the+body%5D%0A-+Avoid%3A+%5Bjargon%2C+passive+voice%2C+exclamation+marks%2C+or+anything+else%5D%0A-+Must+include%3A+%5Bany+required+word%2C+link%2C+or+action%5D%0A%0AProduce+5+variants.+For+each%2C+write+the+copy+and+one+sentence+explaining+the+tone%2Fapproach+choice.&purpose=marketing&target=gpt)

### Design spec critique

```text
Review the following design specification and identify gaps.

Spec:
[paste your design spec or user story]

Review for:
1. Missing states — are empty, loading, error, and success states covered?
2. Edge cases — what happens with very long text, zero items, or maximum limits?
3. Accessibility — are focus order, keyboard navigation, and screen reader labels mentioned?
4. Ambiguous copy — any label or message that could be interpreted more than one way?
5. Missing interactions — hover, tap, drag, or transition behaviors not described?

For each issue found, write:
- Location: [which part of the spec]
- Issue: [what is missing or unclear]
- Suggested addition: [one sentence fix]

If a category has no issues, write "No gaps found in this category."
```

[Open in Promptea](https://www.promptea.me/en/analyzer?prompt=Review+the+following+design+specification+and+identify+gaps.%0A%0ASpec%3A%0A%5Bpaste+your+design+spec+or+user+story%5D%0A%0AReview+for%3A%0A1.+Missing+states+%E2%80%94+are+empty%2C+loading%2C+error%2C+and+success+states+covered%3F%0A2.+Edge+cases+%E2%80%94+what+happens+with+very+long+text%2C+zero+items%2C+or+maximum+limits%3F%0A3.+Accessibility+%E2%80%94+are+focus+order%2C+keyboard+navigation%2C+and+screen+reader+labels+mentioned%3F%0A4.+Ambiguous+copy+%E2%80%94+any+label+or+message+that+could+be+interpreted+more+than+one+way%3F%0A5.+Missing+interactions+%E2%80%94+hover%2C+tap%2C+drag%2C+or+transition+behaviors+not+described%3F%0A%0AFor+each+issue+found%2C+write%3A%0A-+Location%3A+%5Bwhich+part+of+the+spec%5D%0A-+Issue%3A+%5Bwhat+is+missing+or+unclear%5D%0A-+Suggested+addition%3A+%5Bone+sentence+fix%5D%0A%0AIf+a+category+has+no+issues%2C+write+%22No+gaps+found+in+this+category.%22&purpose=text&target=claude)

## Frequently asked questions

### Can AI replace a UX writer?

No. AI can generate copy variants and flag obvious issues (passive voice, jargon, ambiguous labels), but UX writing requires understanding user mental models, tone consistency across a product, and context that AI cannot reliably infer. Use AI to accelerate drafting and generate alternatives; keep a human in the loop for final decisions.

### Should I paste my design file into the prompt?

Most AI models cannot read Figma files directly. What you can paste: a written description of the component, your design spec text, acceptance criteria, or a list of states (empty, loading, error, success). For image-capable models, you can attach a screenshot of your design.