Crafting effective text prompts for Design: Let’s get specific

Federica Monticelli

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Hi, I’m Fed!

I’m a UX/UI Designer here at Box UK, and if there’s one thing that gets me genuinely excited (okay, maybe a little bit obsessed), it’s crafting truly brilliant digital experiences. The kind that just works

Recently, I’ve been undertaking a lot of research, including the excellent in-depth “AI for Designers” course from the Interaction Design Foundation, led by the incredibly insightful Ioana Teleanu. Alongside this, I’ve had a front-row seat to the exciting research and development we’re doing here at Box UK. All of this has completely transformed how I see technology’s role in shaping businesses and, of course, design!

So, if you’re curious about how AI can be a powerful ally, especially when we sprinkle some human design magic on top, I’d love to share with you what I’ve learned. 

In this new series, “AI for Decision-Makers,” I’ll be exploring how Artificial Intelligence can genuinely empower organisations like yours to design smarter, move faster, and build with even greater impact. Whether you’re a business leader, a hands-on product owner, or simply curious about the vast potential of AI, my aim is to break down complex ideas into practical, human-centred insights. 

Expect a sprinkle of excitement, a big dose of strategic value, and absolutely no baffling jargon!

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Welcome back to my “AI for Decision-Makers” series, your practical guide to understanding how AI can support real-world design work. We’ve explored collaborating with AI and why prompt engineering matters—now it’s time to get practical.

Yes, you can write prompts that generate:

  • UX microcopy
  • Content hierarchies
  • Research summaries
  • Design ideas
  • Interaction flows
    …and much more!

Like any design process, the magic is in the detail. Let’s walk through how to craft effective text prompts for real-world design tasks, including tips, templates, and examples you can adapt.

What makes a “good” prompt?

A strong text prompt for design is:

  • Clear: The AI knows exactly what to do.
  • Contextual: It understands your user or product situation.
  • Constrained: You set rules, tone, format, or style.
  • Purposeful: It produces something useful in the design process.

Most ineffective prompts fail because they are vague. Great prompts function like mini creative briefs: short, focused, and user-centered.

Use this prompt formula

Here’s a reliable formula you can adjust for almost any design-related task:

“Write [type of content] for [platform/context]. Tone: [tone]. Format: [format]. Limit: [word/character count]. Audience: [who].”

This approach makes your request easier for AI to understand and gives you more control over the output.

Prompt templates for designers

1. UX microcopy

“Write a tooltip for a disabled 'Submit' button on a checkout form. Tone: helpful and brief. Limit: 15 words. Audience: general consumers, aged 30-50.”

Why it works: Context, intent, tone, length, and audience are all defined.

2. Empty states

“Generate 3 friendly empty-state messages for a project dashboard with no content yet. Include subtle encouragement and 1 call to action. Max 30 words.”

Why it works: Provides variety while setting boundaries and UX goals.

3. Error messages

“Write 2 error messages for a form field where the user entered an invalid email. Use plain language. Keep each under 80 characters.”

Why it works: Functional context, language, and space constraints are clear.

4. Onboarding or first-time use

“Create 3 welcome messages for a mobile app that helps users track their nutrition. Tone: friendly, confident. Audience: busy professionals. Max 20 words each.”

Why it works: Device, purpose, audience, tone, and variation are specified.

5. Accessibility guidance

“Rewrite this button label to be accessible for screen readers. Keep it descriptive, action-oriented, and under 4 words. Original label: ‘Click here’.”

Why it works: Clear input, task, and accessibility constraints ensure inclusivity.

Advanced prompt techniques

Want better results? Try these strategies:

1. Provide examples first

“Here are 2 examples of good empty states. Now create a new one for [context].”

AI, like humans, learns better with examples.

2. Chain prompts together

Break complex requests into smaller steps:

  • “List 3 user goals when using a calendar app.”
  • “Now write an onboarding message for each goal.”

This keeps your process structured and aligned with UX flows.

3. Use roleplay

“Pretend you're a UX writer at a fintech company. Write copy for a security warning on a login page.”

Encourages AI to adopt relevant language and tone.

4. Define a voice or style guide

“Write this in the voice of a modern, human-centered brand: clear, concise, warm, with no jargon.”

Ensures alignment with brand or product voice.

Bonus: prompts for UX research

Prompting is not limited to UI text—it’s also useful for research analysis:

  • “Summarise the following interview transcript into 5 user pain points. Highlight frustrations with navigation and onboarding.”
  • “Extract quotes that show emotional reactions. Tag them by theme.”

These approaches save hours of desk work and make insights easy to identify.

Common pitfalls

Even good prompts can fail if you’re not careful:

  • Overly generic instructions: Always specify who, what, where, and why.
  • Ignoring context: A prompt that works in onboarding may fail at checkout.
  • Assuming correctness: Always review AI-generated content, especially for compliance or tone.
  • Letting AI lead UX decisions: Use AI to explore options, not to dictate solutions.

Final thoughts

Prompting is a core design skill, not just an AI gimmick. It combines:

  • Language clarity
  • User empathy
  • Design constraints
  • Strategic thinking

Just like wireframing, prototyping, or writing a user story, start by identifying the problem or experience you’re designing. Then ask yourself:

“If I were briefing a copywriter or strategist, what would I tell them?”
Now say that… to the AI.

Coming next

In the final article of this series, we’ll cover one of the most important topics:
The ethical AI revolution: designing a future we can all trust.

We’ll explore what ethical AI really means, why bias matters, and how designers can act responsibly in the age of machine intelligence.

Curious how your design team can get more value from AI?

At Box UK, we help teams use AI not just for speed, but for better ideas, better UX, and better outcomes.

Or call 020 7439 1900

Federica Monticelli

UX Designer

With 6 years of experience in digital agencies, Federica brings a unique blend of Italian and British UX/UI design, grounded in a strong academic foundation in user experience, psychology, and front-end basics. Her passion for user-centred design and Agile methods shines through in her commitment to creating intuitive, impactful prototypes through iterative design.

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