AI is transforming how UX designers work — from synthesizing user research to generating wireframe copy and writing design system documentation. Whether you're running discovery sessions or preparing developer handoffs, these prompts help you move faster without sacrificing quality. Copy any of these directly into ChatGPT, Claude, or DeepSeek and adapt them to your project context.
1. User Research & Synthesis
I conducted 8 user interviews about [product/feature]. Here are my raw notes: [paste notes]. Identify the top 5 recurring pain points, group them by theme, and suggest a priority order based on frequency and severity.
Analyze this survey data from [number] respondents about [topic]: [paste data]. Summarize the key insights, highlight any surprising findings, and recommend 3 design opportunities.
I need to write a discussion guide for a 45-minute usability test of [product]. The goals are [goals]. Write 10 open-ended questions organized into a logical flow, including warm-up, task prompts, and debrief questions.
Here are quotes from user interviews: [paste quotes]. Create an affinity diagram by grouping these quotes into themes. Label each theme and write a one-sentence insight statement for each group.
Write a research report executive summary based on these findings: [paste findings]. The audience is a product team with limited time. Keep it under 300 words and include: key insights, implications, and recommended next steps.
2. Persona & Journey Mapping
Create a detailed UX persona for a [describe user type] using this research data: [paste data]. Include: name, age, occupation, goals, frustrations, behaviors, preferred channels, and a representative quote.
Build a customer journey map for [persona name] completing [task] on [product type]. Include stages: Awareness, Consideration, Purchase/Sign-up, Onboarding, Regular Use. For each stage list: actions, thoughts, emotions, touchpoints, and pain points.
I have two competing personas for [product]: [describe Persona A] and [describe Persona B]. Write a comparison table showing their different goals, behaviors, and needs, then recommend which should be the primary design target and why.
Write a "jobs to be done" statement for each of these user goals: [list goals]. Format each as: "When [situation], I want to [motivation], so I can [expected outcome]."
Here is our current user journey for [flow]: [describe journey]. Identify the top 3 moments of friction or drop-off risk, explain why each is problematic, and suggest a UX improvement for each.
3. Information Architecture & Flows
I'm designing the navigation for a [type of app/website] with these content sections: [list sections]. Propose a two-level navigation structure, explain your grouping logic, and flag any sections that might confuse users.
Create a user flow diagram description for a new user completing [task] on [product]. List every screen and decision point in order, using this format: Screen Name → Action → Next Screen or Decision.
Here is the current site map for [product]: [paste site map]. Audit it for UX issues such as ambiguous labels, deep nesting, or missing pages. Suggest a revised structure with your reasoning.
Write card sort instructions for a study to test the IA of [product]. Include: participant instructions, the list of 30 content items to sort, suggested categories for a closed card sort, and facilitator notes.
I need to name these navigation sections for a [type of product]: [describe sections]. Suggest 3 alternative label options for each section, ranked by clarity, and explain the tradeoffs.
4. Wireframing & Prototyping Support
Write UX copy for a [screen name] screen in a [product type]. The user's goal on this screen is [goal]. Provide: headline, subheadline, CTA button text, helper text, and an empty state message. Keep the tone [tone].
I'm wireframing an onboarding flow for [product]. The user needs to complete [list of setup steps]. Suggest the optimal number of onboarding screens, what to include on each, and which steps could be skipped or deferred.
Review this wireframe description for [screen]: [describe layout and elements]. Identify any UX issues related to visual hierarchy, missing affordances, or unclear actions, and suggest specific improvements.
Write microcopy for these UI states in a [product type]: empty state, loading state, error state (user mistake), error state (system failure), and success state. Keep each under 20 words and match this tone: [tone].
I'm designing a [form type] form with these fields: [list fields]. Recommend the optimal field order, which fields should be optional vs required, where to add inline validation, and suggest helper text for the 3 most confusing fields.
5. Usability Testing & Feedback Analysis
Here are notes from a usability test session with [participant description]: [paste notes]. Summarize: what the participant struggled with, what worked well, direct quotes worth sharing, and severity ratings (critical/major/minor) for each issue.
I ran usability tests with 6 participants on [feature]. Here are findings from each session: [paste findings]. Synthesize these into a prioritized list of issues using a frequency/severity matrix, and recommend which to fix before launch.
Write a usability test report for stakeholders based on these findings: [paste findings]. Include: executive summary, methodology, key findings with supporting evidence, and a prioritized recommendation list. Keep it scannable with headers and bullet points.
Analyze this user feedback from app store reviews and support tickets about [feature]: [paste feedback]. Categorize by issue type, identify the top 3 UX problems, and suggest design changes that would address them.
Here is a heatmap description and click data for [page]: [describe data]. Interpret what users are engaging with, what they're ignoring, and what the data suggests about the current layout's effectiveness. Recommend 2-3 design changes.
6. Design System & Documentation
Write a component specification document for a [component name] component. Include: purpose, usage guidelines, props/variants, dos and don'ts, accessibility requirements, and 3 example use cases.
Create a writing style guide entry for the tone and voice of [product/brand]. Include: brand personality adjectives, dos and don'ts for UI copy, examples of on-brand vs off-brand messages, and guidance for error messages and empty states.
I need to document the design tokens for our [product] design system. Here are the values: [paste token values]. Write clear documentation for each token group (color, typography, spacing, radius) with descriptions of when to use each value.
Write developer handoff notes for this design: [describe design]. Include: component breakdown, spacing values, interaction states, accessibility notes, and any edge cases the developer should know about.
Our design system has inconsistencies in how we handle [pattern, e.g., form validation, empty states, loading]. Review these examples: [paste examples]. Write a new unified pattern guideline that covers all cases and resolves the inconsistencies.
7. Stakeholder Communication & Strategy
I need to present UX research findings to a skeptical executive audience. Here are the key findings: [paste findings]. Write a 5-slide presentation outline with: slide title, key message, supporting data point, and visual recommendation for each slide.
Write a UX project brief for [project name]. Include: problem statement, business goals, user goals, scope, out-of-scope items, success metrics, key stakeholders, and timeline. Use this context: [paste context].
A stakeholder is pushing back on a UX recommendation I made about [design decision]. Their concern is [describe concern]. Help me write a response that acknowledges their concern, explains the UX rationale with evidence, and proposes a compromise or next step.
Write a UX strategy one-pager for [product area] that I can share with the product team. Include: current state problems, desired future state, proposed UX approach, key initiatives, and how we'll measure success. Use this context: [paste context].
I need to make the case for investing more time in UX research before development starts on [feature]. Write a short memo to the product manager covering: the risks of skipping research, what we'd learn, how long it would take, and the expected ROI in reduced rework.
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Works with Claude, ChatGPT, and DeepSeek. Copy-paste ready.
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