Prompts
Curated AI prompts for design, product, research, and content workflows
24 prompts
User Research Synthesis
Synthesize user research findings into actionable insights and design recommendations.
User Research Recruitment Plan
Create participant criteria and recruitment materials for user research studies.
User Persona Creation
Create detailed user personas from research data, including demographics, goals, pain points, and behaviors.
User Interview Synthesis
Transform raw user interview notes into structured insights, patterns, and actionable design recommendations.
Survey Question Generator
Design effective, unbiased survey questions that yield actionable insights.
UX Research Plan Generator
Scaffold a full research plan from a vague stakeholder ask: objectives, methods, participants, phased timeline, deliverables, assumptions to validate, and risks. For usability-only scope, pair with the Usability Test Plan prompt.
Research Question Sharpener
Turn a vague or bloated stakeholder question into scorable, method-mapped research questions with prioritization and out-of-scope flags. Use before writing a discussion guide or survey.
Participant Screener Survey Builder
Draft a recruitment screener with intro copy, behavioral and qualifying items, explicit disqualifiers, routing notes, and recruiter guidance. Goes deeper than a high-level recruitment plan.
Moderated Discussion Guide Generator
Session-ready moderator guide for usability tests, generative interviews, concept tests, or diary debriefs: timed sections, scripts, tasks with probes, concept reactions, and moderator reminders. Broader than a usability-only script; use Usability Test Script for a task-heavy usability template.
Survey Question Auditor
Quality-check a draft survey before launch: leading language, double-barreled items, scale mismatches, bias, order effects, and more. Pairs with Survey Question Generator for write-then-audit workflows.
Affinity Mapping Assistant
Synthesize raw qual data (interviews, usability, diaries) using an affinity-style flow: clean, code, cluster into themes with evidence counts, outliers, severity-weighted ranking, and surprises.
Research Insight Statement Writer
Turn themes and observations into decision-ready insight statements (Observation, Pattern, Implication, Recommendation) plus a short exec "So What" summary. Use after synthesis or affinity output.
Research Readout Builder
Build a research readout deck structure: TL;DR, overview, one slide per finding with evidence and recommendations, prioritized actions, unknowns, appendix, plus speaker notes. More research-specific than generic shareouts.
Behavioral Persona From Research
Build 2-4 behaviorally distinct personas from qual synthesis: archetype, grounded quote, mental model, needs vs wants, day-in-life, design implications - without inventing demographics. Complements the broader User Persona Creation prompt.
Research Request Prioritization
Score and rank incoming research requests against capacity using business impact, urgency, knowledge gap, feasibility, and customer impact (weighted), plus roadmap order and a template to communicate deprioritization.
A/B Test Design Template
Design rigorous A/B tests with clear hypotheses, metrics, and success criteria.
Beta Program Feedback Survey
Create effective surveys to gather actionable feedback from beta testers.
A/B Test Sample Size Guide
Calculate required sample size and test duration for statistically valid experiments.
A/B Test Decision Framework
Make rigorous ship/no-ship decisions based on experiment results.
Usability Test Script & Moderator Guide
Create detailed test scripts and moderator guides for running usability test sessions with specific tasks, questions, and facilitation tips.
Survey Analysis Framework
Analyze survey data to extract design insights, identify patterns, and generate actionable recommendations.
User Journey Mapping
Create detailed user journey maps with touchpoints, emotions, and opportunities.
Usability Test Plan
Create a comprehensive usability test plan with scenarios, tasks, and success metrics.
User Interview Guide
Create a structured user interview guide with questions, prompts, and follow-ups.