Prompt Guides for Product Managers
57 in-depth guides on using AI prompts across product strategy, discovery, delivery, and storytelling. Each guide explains when to use the prompt, how it works, and what to watch out for.
Product Strategy
17 guidesDesign an autonomous experiment loop for product optimization
You know something in your product could be better — onboarding copy, pricing page layout, notification timing — but running A/B tests manually is slow and you never get through enough variants. Apply Karpathy's autoresearch pattern (https://github.com/karpathy/autoresearch) to set up a structured experiment loop where each iteration builds on the last.
Run a PM Wheel self-assessment and build a growth plan
Use this prompt to assess your product management competencies across Petra Wille's 8-activity PM Wheel framework and generate a personalized development plan with concrete actions for your weakest areas.
Build an orthogonal context brief for AI-powered product analysis
Use this prompt when you need AI to analyze your product metrics, market position, or strategic options but keep getting generic, surface-level responses. It structures your input across independent dimensions so the AI can narrow down to one defensible interpretation instead of defaulting to the most common pattern.
Market Opportunity Estimator
This prompt assists in assessing the potential market size for a product or service by breaking it down into Total Addressable Market (TAM), Serviceable Addressable Market (SAM), and Serviceable Obtainable Market (SOM). It offers a structured framework to evaluate industry demand, competitive factors, and revenue forecasts, making it valuable for entrepreneurs, product leaders, and business analysts seeking data-driven insights.
Competitor Analysis
Use the Deep Research mode in services like ChatGPT, Gemini, or Perplexity to explore the competitive landscape around your product idea. This prompt helps you take on the role of a product marketer to identify and analyze key competitors with similar features or targeting similar user needs.
Design a multi-lens product plan review pipeline
You've drafted a product plan or PRD but it only reflects your own perspective. Before committing resources, run it through three independent lenses — CEO (ambition & vision), Engineering (feasibility & architecture), and Design (user experience & polish) — to catch blind spots.
Design a hybrid PLG and sales-assist go-to-market motion
Use this prompt when transitioning from pure self-serve to a hybrid product-led sales model, where the product qualifies leads and sales intervenes strategically for high-value accounts.
Build an AI-assisted competitive intelligence dashboard
Use this prompt when you need to set up a systematic, AI-powered process for tracking competitors in real time—ideal for PMs who spend too much time manually gathering market signals.
Build a 'Boil the Lake' completeness audit for your roadmap
AI has collapsed the cost of doing things thoroughly. You're reviewing your product roadmap and suspect you've been cutting corners out of habit — shipping MVPs when the complete version costs only marginally more. Audit your roadmap for shortcuts that no longer make sense.
Create a profit-driven product prioritization framework
Use this prompt when shifting from growth-first to profitability-first prioritization, helping you evaluate features by their revenue impact and cost efficiency.
Defining a Strong Product Vision
This prompt helps craft a clear and inspiring product vision that aligns with market needs and business objectives. It ensures a strategic approach by defining customer problems, unique differentiators, and success criteria. Ideal for PMs looking to set a strong foundation for product development.
Go-To-Market (GTM) Strategy
Create a winning Go-To-Market (GTM) strategy with this structured prompt. Identify your target audience, define unique positioning, select optimal acquisition channels, and establish measurable success metrics. Perfect for product managers, marketers, and startup founders looking to refine their launch strategy and maximize market impact.
Build a Data-Driven User Retention Strategy
This prompt helps you create a data-driven user retention strategy by identifying churn risks, optimizing engagement tactics, and reinforcing habit formation. Use behavioral analytics, segmentation, AI-driven personalization, and experimentation to enhance user loyalty. Designed for product managers and growth teams looking to improve customer retention and reduce churn effectively.
OKR Sparring Partner
This prompt helps users critically evaluate draft OKRs. It uses a structured multi-angle framework assessing clarity, measurability, strategic alignment, assumptions, and phrasing. Users receive detailed critiques, actionable improvement suggestions, and improved OKR examples to drive strategic clarity and executional excellence.
Pricing Strategy
This prompt helps generate three alternative pricing strategies for a new product. It encourages structured thinking around different pricing models, ensuring diverse approaches tailored to market positioning, value perception, and competitive landscape. The response may include cost-based, value-based, freemium, penetration, or premium pricing models, along with reasoning for each approach. Ideal for product managers and business strategists looking to optimize pricing decisions.
Inflections Stress Test
Use this prompt to complete the Inflections Stress Test by providing structured responses to each step in one go. Input your insights following the specified format, and the AI will generate a detailed summary table along with reflections to help validate and refine your idea.
Market Analysis
This executive-level market analysis prompt demands a thorough competitive assessment, identification of market trends and opportunities, and actionable recommendations with an implementation plan. Data sources include industry reports, financial disclosures, and social listening. The deliverable is a concise, data-driven strategic blueprint for growth.
Delivery
18 guidesDesign a fit-for-purpose delivery methodology for your team
Use this prompt when your team needs to move beyond rigid Scrum or Waterfall and design a customized delivery approach that fits your specific project context.
Design a Viral Product Growth Loop
This prompt helps structure viral loops and network effects to drive organic user acquisition and increase retention through referrals and engagement loops.
Develop a Growth Hacking Playbook
This prompt helps define growth hacking strategies using the AARRR framework (Acquisition, Activation, Retention, Revenue, Referral) to ensure sustainable product growth.
v0.dev PRD Generator (Simple Ver.)
This prompt guides product leaders through a structured, v0.dev-optimized template to create a share-ready Product Requirements Document (PRD). It lays out clear sections for goals, user stories, functional specs, UX, metrics, and integrations while spotlighting code-generation snippets that match v0.dev’s conventions. Using it ensures consistent, high-quality PRDs that accelerate alignment and delivery.
Set up an AI-orchestrated QA and ship checklist
You're about to ship a feature and need a comprehensive pre-launch checklist that goes beyond manual testing. With AI-assisted QA becoming the norm, define what your review-test-ship pipeline should actually cover — from code review to post-deploy canary monitoring.
Run a value-driven sprint retrospective with business impact scoring
Use this prompt to run a retrospective that goes beyond team process and explicitly connects sprint outcomes to business value—helping teams shift from output-focused to outcome-focused delivery.
Run an autoresearch loop to optimize any product artifact
You have a product artifact — landing page copy, onboarding script, email sequence, pricing page — that works but isn't great. Instead of guessing what to improve, hand it to this prompt and let the AI run Karpathy's autoresearch loop (https://github.com/karpathy/autoresearch): generate a variant, score it against your metric, keep or discard, repeat until convergence.
Set up an AI agent workflow to automate PM operations
Use this prompt when you want to delegate repetitive PM tasks (ticket triage, backlog grooming, status reporting) to an AI agent that runs autonomously.
Key Product Metrics
This prompt helps define critical product metrics, aligning them with business objectives. It ensures a data-driven approach to measuring solution impact, user engagement, and growth.
One-Pager Generator
This prompt helps craft a concise, engaging, and impactful one-pager that effectively conveys your key message. Whether for a business proposal, marketing strategy, or project summary, it ensures clarity and structure, guiding you to communicate ideas efficiently. By focusing on brevity and coherence, this tool enables you to distill complex information into a compelling one-page document that captures attention and maximizes impact.
SRS(Software Requirements Specification) Generator
This prompt helps product managers write clear, actionable, and strategic Software Requirements Specifications (SRS). It provides a 13-section structure that covers key areas such as problem definition, AI usage, business objectives, functional specifications, and stakeholder alignment. Each section includes detailed examples and formats to support clarity and collaboration across teams. Ideal for complex or AI-powered products, this prompt helps turn high-level ideas into structured, execution-ready plans.
Amazon-style 1-Pager
This prompt guides the creation of a strategic, execution-focused 1-Pager using Amazon’s silent reading format. It structures product proposals around clarity, logic, and truth-seeking, with clear sections covering the customer problem, proposed solution, key metrics, and action items. It helps product teams align priorities and enable fast decision-making.
Technical Concept Breakdown
This prompt helps explain technical concepts at a user’s desired level of understanding, whether they are a beginner, intermediate learner, or expert. It structures explanations using clear headers and nested bullet points, ensuring clarity and accuracy without oversimplification. Using effective teaching methods such as the Feynman technique, it breaks down complex ideas into digestible components. Ideal for learners who need customized, structured, and engaging explanations.
Discover the Best PM Tools
This prompt helps identify essential development and product management tools by generating a comprehensive list of software solutions tailored for various PM tasks. It provides insights into key features, benefits, and use cases, allowing product managers to make informed decisions. If the user has specific tools in mind, they can include them to receive detailed comparisons and recommendations. Ideal for product managers seeking the right tools for roadmapping, analytics, user feedback, collaboration, and workflow management.
v0.dev PRD Generator (Pro Ver.)
This prompt lets product leaders feed v0.dev a fully structured PRD and receive a multi-file, auto-modular Next.js 19 scaffold in return. v0.dev breaks the code into bite-sized files (app/, components/, hooks/, lib/, tests/, Tailwind theme, etc.), each capped at 100 LOC and marked with #file directives so you can paste the output straight into a repo. After generation, v0.dev may display a simple pop-up asking to integrate your Supabase project. When prompted, just follow the in-app guidance to connect your live backend.
Write Jira Issues
This prompt helps create a clear and concise Jira ticket for a product feature. Simply describe the feature’s purpose and functionality, and it will format the details into an actionable ticket for your team. Perfect for quickly documenting ideas without worrying about rigid formatting or excessive detail.
User Story
This prompt guides a Head of Product in crafting user stories that effectively translate user needs and business goals into actionable tasks for cross-functional teams. It emphasizes clarity, value-driven focus, and alignment with strategic objectives, using a structured framework for user stories, objectives, acceptance criteria, and a clear definition of done.
PRD Generator
This prompt helps product managers create a clear and strategic Product Requirements Document (PRD) with guidance from a Head of Product perspective. It provides a structured framework, covering objectives, target customer, strategic fit, key hypotheses, and solution principles, ensuring alignment with company goals. Users can customize the document by adding sections like success metrics or timelines, making it adaptable to their specific needs. This approach transforms ideas into actionable plans, driving product development success.
Discovery
17 guidesInterview snapshot assistant
This prompt trains a product discovery assistant to generate structured Markdown interview snapshots based on Teresa Torres’ Continuous Discovery Habits. It enforces a strict schema with required metadata, behavioral stories, journey maps, and insights, while handling missing data with placeholders. The result is consistent, actionable research outputs that help teams uncover user behaviors, pain points, and opportunities.
Discovery-Focused Test & Experiment Plan
This prompt helps product managers create a structured and actionable test/experiment plan to reduce product uncertainty. It guides teams to identify the riskiest assumptions (LoFA), validate them through lean behavioral tests, and determine when to move into formal hypothesis experiments. Ideal for discovery-focused teams working on high-stakes product decisions.
Customer Feedback Survey
This prompt helps draft a structured customer feedback survey for product release. It ensures a well-balanced mix of quantitative and qualitative questions to gather insights on usability, satisfaction, and areas for improvement. Ideal for product teams, UX researchers, and marketers seeking actionable feedback to refine future iterations.
Synthesizing interview snapshots
This prompt provides a structured framework for synthesizing multiple interview snapshots into actionable insights. It guides users through input validation, pattern discovery, user journey integration, and insight generation, ensuring missing or inconsistent data is flagged. The outcome is a standardized, evidence-based synthesis that highlights opportunities, key insights, and next research steps for product strategy.
Run a YC-style product diagnostic before building
You have a feature idea or product concept that feels promising but you haven't stress-tested it yet. Before writing a single line of code, run it through the same forcing questions YC partners use to separate real demand from wishful thinking.
Build an AI-powered user research synthesis workflow
Use this prompt when you have multiple user interview transcripts or feedback sources and want AI to identify patterns, themes, and actionable insights automatically.
Facilitate a cross-functional discovery alignment workshop
Use this prompt to plan and run a structured workshop that brings engineering, design, and business stakeholders into the discovery process together—critical when teams are siloed or misaligned on customer problems.
User Interview (Teresa Torres Approach)
This prompt provides a structured guide for designing and conducting user interviews based on Teresa Torres’ Continuous Discovery Habits approach. It emphasizes opportunity mapping, assumption testing, and continuous learning to extract actionable insights. The guide covers key aspects like preparing effective interview questions, selecting participants, conducting unbiased interviews, and synthesizing insights. Ideal for product teams, UX researchers, and designers looking to make data-informed product decisions.
User Interview Guide
This prompt provides a structured guide for designing and conducting user interviews for a product. It covers key aspects such as preparing effective interview questions, selecting participants, and managing the interview process. Ideal for product teams, UX researchers, and designers looking to gather in-depth user insights to improve product experiences.
Jobs-to-be-Done (JTBD) analysis
Description for the JTBD Prompt This prompt guides a structured Jobs-to-be-Done (JTBD) analysis by breaking down Customer Jobs, Pains, and Gains. It helps identify functional tasks, social and emotional needs, key challenges, and opportunities for improvement. Ideal for product managers and strategists, it provides actionable insights to refine products, prioritize features, and enhance user experience.
Identifying Hidden Assumptions
This prompt is inspired by Teresa Torres' framework for Continuous Discovery Habits, which emphasizes uncovering hidden assumptions, identifying Leap of Faith Assumptions, and testing them effectively. By following this structured five-step process, you'll learn to evaluate your product ideas critically and systematically, ensuring that you're addressing the riskiest parts of your solution early.
Persona-Driven Feature Feedback
Create detailed user personas and generate contextual feedback for product features. This prompt provides diverse, realistic insights by simulating how different user segments would respond to new ideas, ensuring feedback is relevant, actionable, and user-centered.
Design Thinking
This prompt defines an assistant that employs deep empathy and human-centered design thinking to solve user problems iteratively. It uses dynamic user inputs (problem, goal, feedback, context) and follows core principles of empathy, iterative exploration, collaborative thinking, and actionable insights. Responses are structured to emphasize understanding the user, reframing issues, prototyping solutions, and refining ideas through continuous feedback.
Pre-Mortem
Pre-Mortem helps product managers uncover potential risks and develop actionable strategies before launching their product. Inspired by Shreyas Doshi's framework, it categorizes risks as Tigers (real threats), Paper Tigers (overestimated concerns), and Elephants (hidden threats). By analyzing assumptions, challenges, and the competitive landscape, it provides practical solutions and clear next steps to maximize the product's success and minimize unexpected failures.
ICE Prioritization Helper
The ICE Prioritization Helper Prompt is designed to streamline decision-making by calculating ICE (Impact, Confidence, Ease) scores automatically. This prompt provides a structured and evidence-based framework for evaluating ideas, inspired by Itamar Gilad’s methodologies. By inputting key details like impact, ease of implementation, and confidence levels (derived from various evidence types), you receive not only a calculated priority score but also tailored feedback to refine your approach. With actionable suggestions for improvement and strategic next steps, this tool helps teams and individuals identify high-priority opportunities, uncover blind spots, and accelerate innovation. Whether you’re prioritizing features, projects, or strategies, this prompt ensures your efforts are both data-driven and impactful.
Customer Interview Questions
A structured prompt for product managers to uncover customer needs, pain points, and desires through in-depth interviews. It helps identify opportunities for innovation and improvement, ensuring insights that drive product growth and user satisfaction.
Product Decision Making
This prompt guides structured decision-making by focusing on data, hypotheses, and actionable solutions. It helps analyze complex challenges, align with goals, and gather stakeholder input to produce clear, evidence-based reports. Suitable for anyone involved in strategic problem-solving.
Storytelling
5 guidesWrite a compelling product narrative for stakeholder alignment
Use this prompt when you need to craft a strategic product narrative that aligns executives, engineering, and cross-functional teams around a shared vision and urgency for action.
Announce Like Steve Jobs
This prompt helps you write compelling and emotionally driven product or feature announcements inspired by Steve Jobs. The focus is on simplicity, elegance, and emphasizing how the feature transforms the user experience. The result is a clear, engaging narrative that highlights the why behind the feature, not just the what.
Release Notes
This prompt is designed to help product managers, developers, and marketing teams create clear and engaging release notes. By breaking down the structure into essential components, it ensures that key updates, improvements, and bug fixes are communicated effectively to the target audience. With a focus on user benefits and concise language, this prompt enables the creation of release notes that are both professional and compelling, driving user engagement and excitement for new features or improvements.
Product Name Suggestions
This prompt is designed to generate product or feature names that seamlessly integrate with an existing brand’s identity, values, and voice. By emphasizing brand personality, emotional resonance, and market positioning, it guides the creation of unique, memorable names that reinforce the brand’s core essence while standing out in a competitive landscape.
Blog Post
This prompt helps transform your personal notes into a polished blog post. Simply input your raw ideas, and it will refine your content while preserving your unique voice, making blog writing effortless and authentic.