Prompt Library Template for UX Research Teams
- Philip Burgess

- Dec 20, 2025
- 3 min read
Updated: Dec 31, 2025
When I first joined a UX research team, I quickly realized how much time was wasted reinventing the wheel. Every project required crafting new prompts for interviews, surveys, or usability tests, often from scratch. This slowed down the process and sometimes led to inconsistent data. That’s when I started building a prompt library template tailored for UX research teams. It transformed how we worked, making research faster, clearer, and more reliable.
If you are part of a UX research team, you know how critical it is to ask the right questions. A well-organized prompt library can save hours, improve collaboration, and ensure your research stays focused on user needs. In this post, I’ll share how to create a prompt library template that fits your team’s workflow and boosts your research quality.

Why UX Research Teams Need a Prompt Library
UX research depends on asking clear, consistent questions. Without a shared resource, team members often create prompts independently, which leads to:
Inconsistent data that’s hard to compare across studies
Wasted time rewriting similar questions for each project
Lost knowledge when researchers leave or change roles
A prompt library acts as a centralized collection of tested, reusable prompts. It helps teams:
Maintain question quality by refining prompts over time
Speed up research design by reusing proven questions
Share knowledge easily across team members and projects
For example, when our team started using a prompt library, we cut the time spent preparing interview guides by 40%. We also noticed more consistent responses because participants were asked similar questions across studies.
How to Build Your Prompt Library Template
Creating a prompt library template involves organizing prompts in a way that’s easy to access, update, and apply. Here’s a step-by-step approach I recommend:
1. Define Categories Based on Research Goals
Group prompts by the type of research or the goal they serve. Common categories include:
User background questions to understand demographics and context
Task-related prompts focused on specific user actions
Usability feedback questions about ease of use or pain points
Emotional response prompts to capture feelings and motivations
This structure helps researchers quickly find relevant prompts for their study type.
2. Include Clear Instructions for Each Prompt
Each prompt should have a brief note explaining:
When to use it
What kind of answer you expect
Any tips for follow-up questions
For example, a prompt like “Can you describe how you usually complete this task?” might include a note: Use this early in interviews to gather open-ended insights about user habits.
3. Use a Consistent Format
Keep the template simple and uniform. I suggest columns or fields for:
Prompt text
Category
Purpose
Expected response type (open-ended, rating scale, yes/no)
Notes or examples
This makes it easy to scan and update the library.
4. Make It Collaborative and Editable
Store your prompt library in a shared document or tool where all team members can contribute and suggest improvements. Tools like Google Sheets, Notion, or Airtable work well.
Encourage researchers to add new prompts after each project and flag ones that need revision.
5. Review and Refine Regularly
Set a schedule to review the prompt library every few months. Remove outdated prompts, improve unclear questions, and add new ones based on recent research findings.
This keeps your library fresh and relevant.
Practical Example of a Prompt Library Template
Here’s a simplified example of how a prompt library template might look in a spreadsheet:
This format helps researchers quickly pick prompts that fit their study goals.

Tips for Getting Your Team Onboard
Building a prompt library only works if the whole team uses it. Here are some tips that helped us:
Start small with a few key categories and prompts, then expand gradually
Host a workshop to introduce the library and gather input from researchers
Assign a librarian role to keep the library updated and organized
Celebrate wins by sharing how the library saved time or improved research results
Final Thoughts on Using a Prompt Library Template
A prompt library template is a simple tool that can make a big difference in UX research. It saves time, improves question quality, and helps teams work more consistently. If your team struggles with creating prompts or wants to improve research efficiency, building a prompt library is a smart step.



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