Prompt library
40 AI prompts for product and growth work
Every prompt used in the course, free to copy. Each one is written for a real job - a research synthesis, an experiment debrief, an agent spec - and comes from a module that explains how to adapt it.
Understanding LLMs & Choosing Your AI Stack
- Which AI tool should I use for this?I need to complete the following task: [DESCRIBE TASK IN DETAIL]. My context: I am a Growth PM. My most-used tools are Claude, ChatGPT, and…
- Set up my AI ProjectHelp me set up a Claude Project (or ChatGPT Custom GPT) for the following use case: [DESCRIBE USE CASE - e.g. "growth PM work at your compan…
- Should I build an MCP or use a direct connection?I want to connect AI to the following tool/system: [DESCRIBE TOOL - e.g. "our experiment tracker in Notion", "our Contentful CMS", "our inte…
Prompt Engineering That Actually Works
- Growth brief writerYou are a senior Growth PM at a PLG SaaS company. Context: We're running weekly experiments on activation. I need a brief for a new test. Ta…
- Hypothesis generatorYou are a growth strategist. A key metric dropped: [describe metric, magnitude, timeframe]. Generate 6 hypotheses for why this happened. Ret…
- Prompt improverRewrite the following weak prompt using the 5-layer framework (Role, Context, Task, Constraints, Examples). Explain in 2 lines what changed …
- Critique loopI've just written the following [DOCUMENT TYPE - brief/spec/analysis]: [PASTE DOCUMENT] Step 1: Critique this document against these crite…
- Interrogation-first briefI need you to write a [DOCUMENT TYPE] about [TOPIC]. Before you write anything, ask me the 5–7 questions you need answered to produce the b…
AI for User Research & Insights
- Interview synthesizerYou are a senior user researcher. Below are N user interview transcripts (separated by ---). Extract: 1. Top 5 Jobs-To-Be-Done (with frequen…
- Feedback taggerClassify each feedback item below into our taxonomy. Taxonomy: [Onboarding, Templates, Collaboration, Pricing, Performance, Mobile, Other] F…
- NPS insight extractorYou are a PM analyst. Below are NPS verbatims (one per line). Return: - Overall sentiment breakdown (% pos/neu/neg) - Top 5 themes with coun…
AI-Powered Growth Workflows
- Hypothesis generatorYou are a growth PM. Signal: [paste data + context]. Generate 8 hypotheses. Return as a markdown table: | # | Hypothesis | Funnel stage | Ex…
- Copy variant generatorGenerate 6 email subject lines for: [campaign description, audience]. One per emotional angle: curiosity, social proof, urgency, benefit, pa…
- Experiment debriefYou are a growth PM writing a post-experiment debrief. Inputs: [hypothesis, variant, result, p-value, segment cuts]. Return sections: 1. Wha…
- Metric anomaly investigatorYou are a senior growth analyst. Our [METRIC] moved by [DIRECTION + AMOUNT] between [DATE A] and [DATE B]. Context: - Product: [PRODUCT] - …
- Stakeholder metrics narrativeYou are a growth PM presenting to leadership. Here are this [week/month]'s key metrics: [PASTE METRICS - numbers, % changes, context] Writ…
Building AI Agents & Automations
- Agent design promptSpec an automation for: [recurring task]. Return: - Trigger (schedule / webhook / manual) - Inputs (sources, format) - AI step (model, promp…
- n8n workflow designerDesign an n8n workflow for: [task]. List nodes in order. For each: node type | function | key config | error path. Highlight any node where …
- Automation auditHere is an automation I built: [paste flow description]. Audit it. Find: 1. Single points of failure 2. Missing error handling 3. Prompt rel…
MCPs: Build Your Own
- MCP tool designerDesign 5 tools for a company-internal MCP server. Company: [describe]. Team: [Growth PM]. For each tool return: - name (snake_case) - descri…
- MCP code scaffoldGenerate a minimal TypeScript MCP server using @modelcontextprotocol/sdk. Single tool: [name, description, inputs]. Use stdio transport. Inc…
- MCP use case brainstormI'm a Growth PM at [company]. Brainstorm 5 MCP tools that would be highest-leverage for my daily work. For each: tool name | what it does | …
Proof of Concepts with AI
- Website auditYou are a senior CRO expert. Audit this page: [URL or paste HTML]. Return: 1. Top 3 friction points (with location on page) 2. 5 copy improv…
- PoC builder briefBuild a minimal working HTML prototype for a stakeholder demo. Idea: [describe in 2 lines]. Constraints: single file, inline CSS, no build s…
- Figma-to-insightAnalyze this screen (image attached or described). Return: - The JTBD it serves - Likely drop-off points and why - The single first change y…
- Vibe coding kickoffBuild a [TYPE OF APP/PROTOTYPE] with the following spec: User: [WHO WILL USE THIS AND WHAT THEY'RE TRYING TO DO] Key screens: 1. [SCREEN 1…
AI Strategy for Growth PMs
- Personal AI stack auditAudit my current AI stack: [list tools, what you use each for]. Identify: - Gaps (what task has no tool) - Overlaps (where 2 tools do the sa…
- Team AI onboardingDesign a 30-minute workshop introducing AI to a Growth team of 6 PMs. Include: - 2 specific demos (with the prompts I'll run live) - 1 hands…
- AI opportunity mapMap my recurring PM tasks to AI leverage. Tasks: [paste list]. Return a markdown table: | Task | Frequency | Leverage (L/M/H) | AI approach …
AI Toolbox - The Right Tool for Every Job
- Build a Cursor PoC from a briefI want to build a quick prototype in Cursor. Here is what I need: Goal: [DESCRIBE WHAT THE PROTOTYPE SHOULD DO] Users: [WHO WILL SEE THIS D…
- Which tool should I use for this task?I need to: [DESCRIBE THE TASK IN DETAIL] My role is: [ROLE] My technical comfort level is: [non-technical / some experience / comfortable w…
- Audit my AI stackHere is my current AI stack: [LIST YOUR TOOLS] My role is [ROLE] at [COMPANY]. My most common tasks are: [LIST 5–8 TASKS]. Audit my stack:…
- Meeting transcript processorHere is the transcript from a [TYPE - team meeting / stakeholder review / user interview / sprint planning]: [PASTE TRANSCRIPT] Extract an…
- Async thread summariserHere is a long [Slack thread / email chain / Notion comment thread]: [PASTE CONTENT] Give me: 1. What this thread is about (1 sentence) 2.…
AI Best Practices - Do's, Don'ts & Mental Models
- Build my AI context docYou are helping me set up my AI working context. Ask me the following questions one at a time, then compile my answers into a reusable conte…
- Audit my promptHere is a prompt I'm currently using: [PASTE YOUR PROMPT] Audit it against these 5 criteria: 1. Role clarity - is there a clear role frami…
- Design my prompt libraryI am a [ROLE] at [COMPANY]. My most common AI use cases are: [LIST 5–8 TASKS]. Help me design a prompt library structure for Notion. For ea…
AI Ethics & Responsible Use for PMs
- AI feature ethics auditI am planning to build an AI-powered feature: [DESCRIBE FEATURE]. It will: [WHAT IT DOES] It will use: [WHAT DATA IT USES] Users will: [HOW…
- Data anonymisation helperI need to paste the following data into an AI tool for analysis, but it contains personally identifiable information. Anonymise it for me: …
- AI policy draft for your teamHelp me draft a simple AI usage policy for my product/growth team. We are a [SIZE] team at a [TYPE] company. Our main AI use cases are: [LIS…