AI PM Prompt Library
40+ expert-curated ChatGPT, Claude, and Gemini prompts for product managers. Free, no signup, ready to copy.
Backlog Grooming
Prompts for refining, prioritizing, and clarifying backlog items before sprint planning.
7 promptsUser Story Writing
Prompts for drafting user stories, acceptance criteria, and edge cases.
7 promptsPRD & Spec Drafting
Prompts for product requirements documents, specs, and technical documentation.
7 promptsStakeholder Updates
Prompts for status updates, executive summaries, and cross-functional communication.
6 promptsOKR & Goal Drafting
Prompts for drafting OKRs, quality-checking existing ones, and cascading goals.
6 promptsRetrospective Facilitation
Prompts for running retrospectives, synthesizing feedback, and identifying action items.
7 promptsAll Prompts (40)
Weekly Backlog Grooming Session Facilitator
Turns a raw list of backlog items into a structured 45-minute grooming agenda with discussion prompts, decisions required, and owner assignments. Built for PMs who want to run tight, outcome-driven refinement meetings.
Product ManagerSplit an Epic Into Shippable Stories
Decomposes a large epic into 5-12 independently deliverable user stories, each sized to fit within one sprint. Designed for PMs preparing multi-sprint initiatives for refinement.
Product ManagerIdentify Duplicates and Stale Backlog Items
Audits a backlog of 30+ items and flags duplicates, near-duplicates, and items that have gone stale based on age and activity. Built for PMs inheriting or cleaning up a bloated backlog.
Product ManagerEstimate Story Points via Planning Poker
Facilitates a structured planning poker session by presenting each story with discussion questions, estimation prompts, and a variance analysis. Useful for distributed Scrum teams estimating asynchronously.
Scrum MasterGenerate Dependencies and Blocker Analysis
Analyzes a set of upcoming backlog items and produces a dependency graph, blocker list, and sequencing recommendation. Built for PMs planning multi-team initiatives with hidden coupling.
Product ManagerRefine a Bug Report Into an Actionable Ticket
Takes a raw bug report from customer support or a user email and rewrites it as a well-structured engineering ticket with repro steps, severity, and impact assessment. Designed for PMs triaging inbound bugs.
Product ManagerTranslate Support Themes Into Backlog Items
Clusters repeat customer support tickets into 5-8 underlying product themes and converts each into a backlog item with impact data. Built for PMs who need to turn a noisy support queue into a clear signal.
Product ManagerDraft a User Story From a Feature Request
Converts a raw feature request into a well-formed user story with role, outcome, and motivation. Designed for PMs processing inbound requests from sales, support, and customers.
Product ManagerWrite Acceptance Criteria in Gherkin Format
Generates Given/When/Then acceptance criteria for any user story, including the happy path and at least 3 edge cases. Built for PMs and QA leads preparing stories for sprint commit.
Product ManagerGenerate Edge Cases and Error States
Surfaces edge cases, boundary conditions, and error states a user story should handle. Built for PMs who want to harden thin stories before engineering estimation.
Product ManagerConvert a Technical Spec Into User-Facing Stories
Takes a raw technical spec and rewrites it as a series of user-facing stories that non-technical stakeholders can understand. Built for TPMs translating engineering language to business value.
Technical Product ManagerWrite Negative Acceptance Criteria
Generates explicit 'what should NOT happen' acceptance criteria to prevent scope creep and surface hidden assumptions. Built for PMs whose stories keep growing during implementation.
Product ManagerSplit a Large User Story Using SPIDR
Splits an oversized user story into smaller stories using the SPIDR method (Spike, Path, Interface, Data, Rules). Designed for PMs trying to fit work into a single sprint.
Product ManagerDraft a Persona-Specific User Story
Drafts a user story anchored to a specific persona with detailed context about their role, goals, and frustrations. Built for PMs working with multiple persona types and wanting differentiated solutions.
Product ManagerDraft a One-Page PRD From a Problem Statement
Turns a brief problem statement into a one-page PRD with problem, solution, success metrics, and rollout plan. Built for PMs who need a lightweight PRD format for small-to-medium features.
Product ManagerWrite a Competitive Analysis Section for a PRD
Produces a structured competitive analysis comparing how 3-5 competitors solve the same problem, with strengths, gaps, and differentiation opportunities. Designed for PMs drafting PRDs or strategic briefs.
Product ManagerGenerate Success Metrics and KPI Tree
Produces a KPI tree linking a high-level goal to leading, lagging, and counter-metrics for a new feature. Built for PMs who need measurable success criteria in their PRDs.
Product ManagerDraft a Technical Design Doc From a PRD
Converts a product PRD into a technical design doc skeleton covering architecture, data model, APIs, and risks. Built for TPMs partnering with engineers on early technical scoping.
Technical Product ManagerWrite a Rollout and Launch Plan Section
Drafts a structured rollout plan with stages, gate criteria, rollback procedures, and communications. Built for PMs launching features that need careful staged deployment.
Product ManagerCreate a Risks and Tradeoffs Section for a Spec
Produces a structured risks and tradeoffs section covering user, technical, business, and timing risks with mitigations. Built for PMs preparing specs for executive review.
Product ManagerConvert Stakeholder Interview Notes Into a PRD Outline
Takes raw stakeholder interview notes and synthesizes them into a PRD outline with consolidated themes, agreements, and unresolved questions. Built for PMs after a round of discovery interviews.
Product ManagerWeekly Product Update Email for Execs (3-Bullet Format)
Drafts a crisp weekly exec update in a 3-bullet format (progress, risks, asks). Built for PMs whose leadership wants to know status in 60 seconds, not 60 minutes.
Product ManagerSprint Review Summary for Non-Technical Stakeholders
Summarizes a sprint review in business language for non-technical stakeholders. Built for PMs who attend sprint reviews and need to translate the output for sales, marketing, and customer success.
Product ManagerTranslate Engineering Progress Into Business Impact
Converts raw engineering status into business impact language for leadership reviews. Built for PMs who need to make platform or infra work legible to a non-technical audience.
Product ManagerDraft a Delay Announcement That Maintains Trust
Writes a delay announcement that acknowledges the slip honestly, explains the cause, and commits to a new date. Built for PMs who need to communicate bad news without destroying stakeholder trust.
Product ManagerPrepare Roadmap Review Talking Points for a Board Meeting
Generates talking points for a board-level roadmap review, including narrative arcs, data points, and likely questions. Built for product leaders preparing for high-stakes quarterly board meetings.
VP ProductSummarize 5 Customer Interviews Into 3 Insights
Distills a round of 5 customer interviews into 3 prioritized insights for leadership. Built for PMs who need to compress rich qualitative data into exec-ready findings.
Product ManagerDraft OKRs From a Team Mission Statement
Translates a team mission statement into 2-3 objectives and 3-4 key results each. Built for PMs and team leads starting a new quarter and needing a first draft to iterate on.
Product ManagerQuality-Check Existing OKRs
Audits a set of draft OKRs for measurability, ambition, and cascade alignment. Built for PMs reviewing team OKRs before commit or as a mid-quarter health check.
Product ManagerGenerate Key Results From a Given Objective
Produces 3-5 candidate key results for a qualitative objective, ranked by measurability and stretch. Built for PMs who have a clear objective but struggle to pick the right KRs.
Product ManagerConvert Vague Goals Into SMART OKRs
Takes a vague goal statement and rewrites it as a SMART OKR with specific, measurable, achievable, relevant, and time-bound elements. Built for PMs inheriting fuzzy goals from leadership.
Product ManagerCascade Company OKRs to Team OKRs
Translates company-level OKRs into team-level OKRs that ladder up cleanly. Built for PMs and team leads who need to align their team's work with company priorities.
Product ManagerMid-Quarter OKR Health Check Analysis
Runs a mid-quarter OKR health check, scoring progress, identifying at-risk KRs, and recommending actions. Built for PMs running month-7 or week-6 OKR reviews.
Product ManagerRun a Start/Stop/Continue Retrospective
Facilitates a Start/Stop/Continue retrospective format with structured timeboxing and synthesis prompts. Built for Scrum Masters and PMs running simple, high-value team retros.
Scrum MasterRun a 4Ls Retrospective
Facilitates a 4Ls retrospective (Liked, Learned, Lacked, Longed for) with emotional and practical dimensions. Built for teams that want deeper reflection than Start/Stop/Continue.
Scrum MasterSynthesize Retro Feedback Into 3 Action Items
Turns messy retro notes into exactly 3 prioritized, owned action items. Built for PMs running async retros or compiling feedback from multiple sprints.
Product ManagerRun a Sailboat Retrospective Metaphor Exercise
Facilitates a Sailboat retrospective using the metaphor of wind, anchors, rocks, and island to surface team dynamics. Built for teams that benefit from visual or metaphorical thinking.
Scrum MasterIdentify Systemic Issues From 3 Months of Retro Notes
Analyzes 3 months of retrospective notes to surface systemic issues that recur across sprints. Built for Scrum Masters doing quarterly team health reviews.
Scrum MasterFacilitate a Blame-Free Root Cause Analysis
Facilitates a 5 Whys root cause analysis in a blame-free format focused on system and process, not individuals. Built for teams processing an incident or missed commitment.
Scrum MasterGenerate Icebreaker Questions for a Remote Retrospective
Produces 5 icebreaker questions calibrated for remote retros, ranging from light to reflective. Built for Scrum Masters starting virtual retros who want to warm up the team without wasting time.
Scrum Master