56 battle-tested AI prompts organized by the PRODUCTLAPSE Framework. Copy, customize, and use with ChatGPT, Claude, or any AI assistant to supercharge your product management workflow.
Showing 56 of 56 prompts
Analyze the following customer feedback and identify the top 3 pain points, their severity, and frequency: [paste customer feedback]. For each pain point, suggest: 1) Root cause, 2) Impact on user exp...
Based on this user scenario: [describe scenario], generate a clear problem statement using the format: '[User persona] needs a way to [user need] because [insight]. Currently, [current solution] cause...
For the product/feature [product name], identify the functional, emotional, and social jobs users are trying to accomplish. Format: When [situation], I want to [motivation], so I can [expected outcome...
I'm investigating this problem: [problem description]. Help me conduct a '5 Whys' analysis by asking progressively deeper questions to uncover the root cause. After each 'why', suggest potential solut...
Create a user story map for [product/feature]. Start with the user's goal: [goal]. Break down the journey into: 1) Activities (high-level steps), 2) Tasks (specific actions), 3) User stories (smallest...
I'm building [product/feature] based on these assumptions: [list assumptions]. For each assumption: 1) Rate risk level (high/medium/low), 2) Suggest validation method (survey, interview, prototype, an...
Fill out a Problem Canvas for [problem area]: 1) Who has the problem? (segments), 2) What is the problem? (pain points), 3) When does it occur? (context), 4) Where does it happen? (channels), 5) Why d...
Create an empathy map for [user persona] when [situation/context]. Include: 1) What they SEE (environment, offers), 2) What they HEAR (friends, influencers), 3) What they THINK & FEEL (worries, aspira...
Analyze competitors [list competitors] for [product category]. Create a comparison matrix with: 1) Key features, 2) Pricing tiers, 3) Target audience, 4) Unique value propositions, 5) Strengths, 6) We...
Calculate TAM, SAM, and SOM for [product/service] in [market/geography]. Use: 1) Top-down approach (total market × market share), 2) Bottom-up approach (customers × price × adoption rate), 3) Value th...
Generate 15 user interview questions for [research goal]. Include: 1) Warm-up questions (background), 2) Behavioral questions (past experiences), 3) Problem exploration (pain points), 4) Solution eval...
Design a survey to measure [research objective] for [target audience]. Include: 1) Screening questions, 2) Likert scale questions (satisfaction, importance), 3) Multiple choice (preferences), 4) Open-...
Analyze sentiment from these customer reviews/feedback: [paste reviews]. Categorize into: 1) Positive themes (what users love), 2) Negative themes (complaints), 3) Neutral observations, 4) Feature req...
Create a detailed user persona based on this research data: [paste data]. Include: 1) Demographics (age, location, job), 2) Psychographics (goals, motivations, values), 3) Behaviors (tech usage, purch...
Conduct a SWOT analysis for [product/company] in [market context]. Identify: 1) Strengths (internal advantages), 2) Weaknesses (internal limitations), 3) Opportunities (external factors to leverage), ...
Analyze trends in [industry/technology] over the past 3 years and forecast the next 2 years. Consider: 1) Technology trends, 2) User behavior shifts, 3) Regulatory changes, 4) Economic factors, 5) Com...
Create an opportunity matrix for [product area]. For each opportunity: 1) User value (high/medium/low), 2) Business value (revenue, retention, acquisition), 3) Implementation effort (story points/week...
Complete a Value Proposition Canvas for [product/feature]. Customer Profile: 1) Jobs to be done, 2) Pains (obstacles, risks), 3) Gains (desired outcomes). Value Map: 1) Products & services, 2) Pain re...
Create a Blue Ocean Strategy Canvas for [industry]. List competing factors (features, price, service, etc.). For each factor: 1) Rate current industry level (1-5), 2) Propose your level (eliminate/red...
Classify these features [list features] using the Kano Model: 1) Basic/Must-be (expected, dissatisfaction if absent), 2) Performance (satisfaction proportional to performance), 3) Excitement/Delighter...
Complete a Business Model Canvas for [opportunity]: 1) Customer Segments, 2) Value Propositions, 3) Channels, 4) Customer Relationships, 5) Revenue Streams, 6) Key Resources, 7) Key Activities, 8) Key...
Design a monetization strategy for [product/feature]. Evaluate: 1) Freemium (free tier + paid upgrades), 2) Subscription (monthly/annual), 3) Usage-based (pay per use), 4) Transaction fees, 5) Licensi...
Create an impact map for [business goal]. Start with: 1) WHY (business goal), 2) WHO (actors who can help/hinder), 3) HOW (impacts on actor behavior), 4) WHAT (deliverables/features). Connect features...
Generate a Product Requirements Document for [feature/product]. Include: 1) Executive Summary, 2) Problem Statement, 3) Goals & Success Metrics, 4) User Stories & Use Cases, 5) Functional Requirements...
Write detailed user stories for [feature]. Format: 'As a [persona], I want to [action], so that [benefit].' Include: 1) Acceptance criteria (Given/When/Then), 2) Edge cases, 3) Dependencies, 4) Story ...
Design API specifications for [feature/service]. For each endpoint: 1) HTTP method & path, 2) Request parameters (query, body, headers), 3) Response schema (success & error), 4) Authentication/authori...
Write technical specifications for [feature]. Include: 1) Architecture overview (diagrams), 2) Data models (schemas, relationships), 3) API contracts, 4) Security considerations, 5) Performance requir...
Generate comprehensive acceptance criteria for [user story]. Use Given/When/Then format. Cover: 1) Happy path scenarios, 2) Edge cases, 3) Error handling, 4) Performance criteria, 5) Accessibility req...
Write release notes for version [version number]. Categorize changes: 1) New Features (with benefits), 2) Improvements (enhancements), 3) Bug Fixes, 4) Breaking Changes (migration guide), 5) Deprecati...
Create help documentation for [feature]. Include: 1) Overview (what it does, why it's useful), 2) Getting Started (step-by-step), 3) Key Concepts (terminology), 4) How-to Guides (common tasks), 5) Tro...
Design database schema for [feature/domain]. For each entity: 1) Table name, 2) Columns (name, type, constraints), 3) Primary key, 4) Foreign keys (relationships), 5) Indexes (for performance), 6) Sam...
Calculate RICE scores for these initiatives [list initiatives]. For each: 1) Reach (users impacted per quarter), 2) Impact (0.25=minimal, 0.5=low, 1=medium, 2=high, 3=massive), 3) Confidence (% certai...
Prioritize these features [list features] using MoSCoW method: 1) Must Have (critical for launch), 2) Should Have (important but not critical), 3) Could Have (nice to have), 4) Won't Have (out of scop...
Create a 6-month product roadmap for [product]. Organize by: 1) Now (current quarter), 2) Next (next quarter), 3) Later (future). For each initiative: goal, key features, success metrics, dependencies...
Plan a 2-week sprint for [team]. Team capacity: [story points]. Backlog: [list stories with estimates]. Select stories that: 1) Fit capacity, 2) Align with sprint goal, 3) Have clear acceptance criter...
Map dependencies for [project/initiative]. Identify: 1) Technical dependencies (APIs, infrastructure, data), 2) Team dependencies (design, engineering, legal), 3) External dependencies (vendors, partn...
Assess risks for [project/feature]. For each risk: 1) Description, 2) Probability (low/medium/high), 3) Impact (low/medium/high), 4) Risk score (probability × impact), 5) Mitigation strategy, 6) Owner...
Create OKRs for [team/product] for [time period]. For each Objective: 1) Inspiring, qualitative goal, 2) 3-5 Key Results (specific, measurable, time-bound), 3) Baseline & target values, 4) Initiatives...
Facilitate a daily standup for [team]. For each member, structure updates: 1) What I completed yesterday (link to tickets), 2) What I'm working on today (priorities), 3) Blockers (who can help). Ident...
Facilitate a sprint retrospective. Structure: 1) What went well (celebrate wins), 2) What didn't go well (identify problems), 3) What we learned (insights), 4) Action items (specific, assigned, time-b...
Generate a stakeholder update for [project/sprint]. Include: 1) Executive Summary (status, key wins), 2) Progress (completed, in-progress, upcoming), 3) Metrics (KPIs, trends), 4) Risks & Issues (with...
Create a comprehensive launch checklist for [feature/product]. Include: 1) Pre-launch (testing, docs, training), 2) Launch day (deployment, monitoring, communication), 3) Post-launch (support, feedbac...
Triage these bugs [list bugs with descriptions]. For each: 1) Severity (critical/high/medium/low), 2) Priority (P0/P1/P2/P3), 3) Affected users (%), 4) Workaround available?, 5) Recommended action (fi...
Create a change management plan for [feature/change]. Address: 1) Impact analysis (who's affected, how), 2) Communication plan (what, when, channels), 3) Training needs (materials, sessions), 4) Suppo...
Design a metrics dashboard for [product/feature]. Include: 1) North Star Metric (primary success indicator), 2) Input Metrics (leading indicators), 3) Output Metrics (lagging indicators), 4) Guardrail...
Design an A/B test for [hypothesis]. Define: 1) Hypothesis (if we change X, then Y will improve because Z), 2) Primary metric (success measure), 3) Secondary metrics, 4) Sample size (statistical power...
Analyze cohorts for [product/feature]. Group users by: [cohort definition, e.g., signup month]. Track: 1) Retention (D1, D7, D30), 2) Engagement (feature usage), 3) Revenue (LTV), 4) Churn rate. Ident...
Analyze conversion funnel for [user journey]. Define steps: [list steps]. For each step: 1) Conversion rate, 2) Drop-off rate, 3) Time to convert, 4) Segment breakdown (by user type, device, source). ...
Build a churn prediction model for [product]. Identify: 1) Churn definition (criteria), 2) Leading indicators (engagement drop, support tickets, feature usage), 3) Risk segments (high/medium/low), 4) ...
Audit analytics implementation for [product]. Review: 1) Event tracking (completeness, naming conventions), 2) User properties (demographics, behavior), 3) Data quality (accuracy, consistency), 4) Das...
Review performance of [feature] launched [time ago]. Analyze: 1) Adoption (% of users, growth rate), 2) Engagement (frequency, depth), 3) Impact on goals (metrics movement), 4) User feedback (qualitat...
Optimize conversion rate for [page/flow]. Current rate: [X%]. Analyze: 1) User behavior (heatmaps, session recordings), 2) Drop-off points, 3) Friction sources (form fields, load time, clarity), 4) Va...
Prioritize technical debt items [list items]. For each: 1) Impact (on velocity, reliability, security), 2) Effort (story points), 3) Risk if not addressed, 4) Business value of fixing, 5) Dependencies...
Analyze usability test results for [feature/flow]. Synthesize findings: 1) Task success rates, 2) Time on task, 3) Error rates, 4) Satisfaction scores, 5) Qualitative observations (pain points, confus...
Generate growth experiments for [growth goal]. For each experiment: 1) Hypothesis (if we X, then Y will happen because Z), 2) Target metric, 3) Experiment type (A/B test, feature flag, landing page), ...
Facilitate a post-mortem for [incident/failure]. Structure: 1) Timeline (what happened, when), 2) Root cause (5 Whys analysis), 3) Impact (users affected, revenue lost, reputation), 4) What went well ...