ChatGPT for UX Designers: Research, Copy & Docs in Less Time

I conducted [number] user interviews about [product/feature, e.g., a mobile banking app for gig workers]. Here are the raw notes and quotes: [paste notes]. Identify and name the top 3-4 recurring themes. For each theme, provide: a descriptive label, a 2-3 sentence summary, and 2-3 supporting direct quotes from the data.

Create a detailed UX persona based on the following research data: [paste interview notes or survey results]. The persona should include: name, age, occupation, goals (primary and secondary), frustrations, key behaviors, preferred devices and channels, and a memorable one-sentence quote that captures their mindset. Format it clearly for sharing with stakeholders.

Write a user research discussion guide for a 45-minute semi-structured interview about [topic, e.g., how small business owners manage invoicing]. Include: a warm-up section (5 min), 4-5 core topic areas with 2-3 open-ended questions each, and a closing section. The goal of the research is to understand [research goal].

Here are [number] open-ended survey responses about [topic]: [paste responses]. Perform thematic analysis: (1) identify the top 5 themes, (2) write a 1-2 sentence description of each theme, (3) note the approximate frequency of each theme, (4) flag any surprising or contradictory findings. Output as a structured report section.

Write a one-page UX research brief for a study on [topic]. Include: research objectives (3-4 questions we want to answer), methodology (recommend the best method and justify it), participant criteria and target number, timeline estimate, and how findings will be used. Audience: this will be shared with a product manager for sign-off.

Create an empathy map for [user type, e.g., a first-time home buyer using a mortgage comparison app]. Populate all four quadrants: Says (direct quotes they might use), Thinks (internal thoughts and concerns), Does (observable behaviors and actions), Feels (emotional states). Base it on these research insights: [paste findings or context].

Generate 5 Jobs-To-Be-Done (JTBD) statements for [user type] using [product/feature type]. Use the format: "When [situation], I want to [motivation], so I can [expected outcome]." Make the statements specific and grounded in real user behavior, not product features. Base them on these insights: [paste research data or context].

Write the complete UX copy for a [number]-step onboarding flow for [product name], a [product description, e.g., project management app for creative agencies]. For each screen include: headline, supporting subtext (under 20 words), primary CTA button text, and optional secondary link text. Tone: [describe — e.g., friendly and encouraging, not corporate].

Write 5 variations of an error message for the following scenario: [describe error, e.g., a user tries to submit a form with an invalid email address in a SaaS checkout flow]. Each variation should: clearly explain what went wrong, tell the user what to do next, and avoid blaming or shaming language. Label each by tone: Neutral, Friendly, Minimal, Detailed, Conversational.

Write empty state copy for the following screens in [product name]: (1) [screen 1, e.g., Projects dashboard — no projects created yet], (2) [screen 2, e.g., Notifications — no new notifications], (3) [screen 3, e.g., Search results — no matches found]. Each empty state needs: a headline, a 1-2 sentence explanation, and a CTA. Tone: [describe].

Write tooltip and contextual help text for these 5 UI elements in [product name]: [list 5 elements with brief descriptions of what they do]. Each tooltip should be under 15 words, jargon-free, and answer "what does this do?" from the user's perspective, not from a technical perspective.

Write 5 A/B test variations for the primary CTA button on [page/screen, e.g., the upgrade page of a freemium productivity app]. The goal of the button is to [describe goal]. The primary user motivation at this moment is [describe]. Vary the copy across: urgency, benefit-focus, action-focus, social proof, and curiosity angles.

Write the complete form copy for a [form type, e.g., new account registration form] in [product name]. For each of these [number] fields, provide: the field label, placeholder text (if helpful), and any inline validation message for common errors. Fields: [list fields]. Prioritize clarity over cleverness. Tone: [describe].

Write 6 push notification copy variations for [use case, e.g., re-engaging dormant users of a habit-tracking app who haven't opened the app in 7 days]. Each notification should have a subject line under 40 characters and a body under 90 characters. Vary the angle: curiosity, progress, social, loss aversion, encouragement, and direct reminder.

Write a moderated usability test script for [product name] focusing on [feature or flow, e.g., the checkout flow]. Include: an introduction and consent section, warm-up questions (2-3), 4-5 task scenarios with task prompts and success criteria, follow-up probing questions for each task, and a debrief section. Total estimated time: [X minutes].

I ran usability tests with [number] participants on [product/feature]. Here are my session notes: [paste notes]. Synthesize the findings into: (1) a prioritized list of usability issues by severity (Critical / High / Medium / Low), (2) a 2-3 sentence summary of the most important overall finding, (3) 3-5 design recommendations ranked by impact.

Create an affinity diagram structure from the following usability test observations: [paste raw notes from multiple sessions]. Group the observations into clusters, give each cluster a descriptive label, and identify which clusters represent the highest-priority UX problems. Format for easy sharing with a cross-functional team.

Write 5 task scenario prompts for a usability test of [feature, e.g., the onboarding flow of a budgeting app for couples]. Each scenario should: describe a realistic situation (not mention UI elements by name), have a clear start state and success condition, and feel natural to say aloud. Participants are [describe target user].

Write a participant screener survey for a usability study on [product/feature]. We want to recruit [number] participants who match this profile: [describe target user criteria]. Include: 6-8 screening questions that identify qualified participants without leading their answers, with accept/reject criteria for each question.

I have [number] NPS survey responses from users of [product name]. Promoters gave these comments: [paste]. Detractors gave these comments: [paste]. Analyze the qualitative feedback and return: (1) top 3 reasons users love the product, (2) top 3 pain points driving low scores, (3) 2-3 actionable UX recommendations based on the feedback.

Write a heuristic evaluation summary for [product/feature] based on these findings from my review: [paste notes]. Organize the issues by Nielsen's 10 usability heuristics. For each heuristic with a violation, include: the specific issue found, its severity (1-4), and a suggested fix. Format as a report section for sharing with a product team.

Write a design rationale document for the following design decision: [describe the decision, e.g., replacing a dropdown menu with a segmented control in the filter experience]. Include: the problem being solved, alternatives considered, the rationale for the chosen approach, trade-offs acknowledged, and any metrics or research that informed the decision.

Create a slide-by-slide outline for a [X-minute] stakeholder presentation sharing UX research findings on [topic]. Include: a recommended slide title, 2-3 bullet points of content, and a speaker note suggestion for each slide. The audience is [describe — e.g., product and engineering leads who are skeptical of qualitative research]. End with clear recommendations.

Write design handoff notes for engineers implementing [feature name] in [product name]. Include: overview of the feature and its user goal, key interaction behaviors to implement, edge cases and error states to handle, accessibility requirements, and links to Figma frames (placeholders). Format: clear, numbered, and easy to reference during development.

Write a facilitation guide for a design critique session on [feature/design, e.g., the new checkout redesign]. Include: session goals, suggested agenda with time blocks, prompting questions to guide feedback toward constructive and specific observations, and a framework for capturing and prioritizing feedback. Time allotted: [X minutes]. Team size: [number].

Summarize the following design decisions made during [project phase, e.g., discovery and ideation] for [project name]. The decisions are: [list decisions]. Format as a concise decision log with: the decision, the context/problem it addresses, alternatives that were considered, and the rationale. This will be included in the project's design documentation.

I'm a UX designer writing product requirements for [feature]. Here are my design goals and user needs: [describe]. Write a feature requirements document with: a user story (As a [user], I want to [goal], so that [outcome]), 5-7 acceptance criteria in "Given/When/Then" format, and a list of out-of-scope items to set expectations with engineering.

Write a weekly design status update for [project name] to share with [audience, e.g., the product team]. This week's progress: [describe]. Current blockers: [describe]. Upcoming work: [describe]. Decisions or input needed from stakeholders: [describe]. Format: professional and concise, under 200 words, with clear section headers.

Write a case study outline for my UX portfolio project: [project name]. The problem I solved: [describe]. My role: [describe]. The process I followed: [describe key phases]. The outcome: [describe results or impact]. Create a structured outline with section headers, what to cover in each section, and suggested image/artifact placeholders for a portfolio presentation.

Write the project description for my UX portfolio case study on [project name]. It should cover: the business and user problem, my specific contributions (I was responsible for [describe]), the methods I used, 2-3 key decisions I made and why, and the measurable outcome. Tone: confident and clear, written in first person. Length: 250-300 words.

Write a LinkedIn summary (About section) for me as a UX designer. My specialization: [describe, e.g., mobile UX for fintech and healthcare apps]. My experience: [X years]. My proudest recent project: [describe briefly]. My current goal: [e.g., join a Series B startup, go freelance, lead a design team]. Tone: [approachable and confident, not buzzword-heavy]. Under 220 words.

Write a freelance UX design proposal for a client [client company name] who needs [describe project scope, e.g., a full UX redesign of their e-commerce checkout flow]. My proposed approach: [describe process and deliverables]. Timeline: [duration]. Rate: [$amount]. Include: executive summary, scope of work, what's not included, my process overview, and a CTA to schedule a kickoff call.

I completed a UX design challenge for [company name]. My design prompt was: [describe]. My solution: [describe your approach and key decisions]. Write a structured write-up of my process and solution for inclusion in my portfolio or to send as part of a job application. Include: problem reframing, key insights, design decisions, and what I'd explore with more time. Length: 300-400 words.

Write a cover letter for a UX designer role at [company name]. Job title: [role]. Key requirements from the posting: [list 3-4]. My most relevant experience: [describe in 2-3 sentences]. One project I'd highlight: [project name and 1-sentence outcome]. Tone: [enthusiastic but professional, showing genuine knowledge of the company]. Length: under 300 words.

Create a 90-day freelance UX business growth plan for me. Current monthly revenue: [$amount]. Goal: [$goal]. My specialization: [describe]. Current clients: [number and type]. Available hours per week: [hours]. Break the plan into 3 monthly phases with specific weekly action items covering: portfolio improvements, outreach and lead generation, rate positioning, and skill development.