AI prompts for product managers — write specs, stories, and updates that move teams
Product managers are in the business of clarity — and the best PMs communicate with precision whether they're writing a PRD or a Slack message. These AI prompt templates are built for the real writing workload of a PM: user stories, specifications, roadmap communication, and stakeholder updates that actually get read.
Last updated · By the Prompt Orange team
Top prompts for product managers
1. Write user stories
“Write user stories for my feature”
Too vague—AI has to guess what you want
“Write user stories for a new notification preferences feature in a B2B SaaS dashboard. Users: admins and regular members (different permissions). Include: 6 user stories in the format 'As a [role] I want [goal] so that [benefit]', acceptance criteria for each (3–5 bullet points), and edge cases to consider. Flag any stories that have dependencies.”
Specific, clear, ready to use
2. Write a PRD section
“Write a product requirements document”
Too vague—AI has to guess what you want
“Write the Problem Statement section of a PRD for a new onboarding flow redesign. Include: current state and its measurable problems (reference placeholder metrics), who is affected and how, business impact of not solving it, and what success looks like with 3 measurable success criteria. Be specific — no vague language.”
Specific, clear, ready to use
3. Prioritise a backlog
“Help me prioritise my backlog”
Too vague—AI has to guess what you want
“Act as a senior product manager. Review this list of 8 backlog items: [list]. Apply RICE scoring (Reach, Impact, Confidence, Effort). For each item, assign a score with a brief justification. Present as a table ranked by RICE score. Flag any item where your assessment contradicts the current priority order and explain why.”
Specific, clear, ready to use
4. Write a roadmap summary
“Write a roadmap presentation”
Too vague—AI has to guess what you want
“Write a roadmap summary for a board presentation covering the next 2 quarters. 3 themes: (1) Improve activation (Q1 focus), (2) Expand integrations (Q1–Q2), (3) Enterprise readiness (Q2). For each theme: one sentence on the problem, key initiatives (3 bullets), expected customer impact, and relevant metric to track. Tone: confident, not over-promising.”
Specific, clear, ready to use
5. Write a feature announcement
“Write an announcement for my new feature”
Too vague—AI has to guess what you want
“Write an in-app feature announcement for a new AI-powered summary feature added to a project management tool. Audience: existing power users. Format: modal title (under 8 words), 2-sentence description of what it does, 3 bullet points of use cases, CTA button label. Tone: excited but not hyped. Avoid: 'game-changer', 'revolutionary', 'powerful'.”
Specific, clear, ready to use