How to Use AI to Draft a PRD: Inputs, Prompt, and Product Requirements Structure
Turn a half-formed feature idea into a Product Requirements Doc — problem, goals, non-goals, users, requirements, metrics, and open questions.
🧪 Product / App / Startup
Feature priority, PRDs, onboarding copy, app review replies, launch checklists.
16 articles
Indie devs, PMs, and founders all do the same thing weekly: turn messy ideas into the next concrete step. This hub covers product workflows: feature prioritization, PRD drafts, onboarding copy, App Store review replies, landing-page copy, launch checklists, release notes.
Recommended reading path
New to this hub? Read these three first to get a complete workflow:
How to Use AI to Build a Launch Day Checklist: Tech, Content, Comms, Analytics
Generate a launch day checklist grouped by tech, content, comms, and analytics — with can't-fail items flagged and walk-through times built in.
How to Use AI to Prioritise Features: RICE Scoring with Honest Pushback
Turn a 30-item backlog into a defensible priority list — RICE scoring, top 5 to do, bottom 5 to drop, and a sanity check against your real data.
Latest articles
How to Use AI to Write App Onboarding Copy: Screens, Headlines, CTAs
A step-by-step workflow for using AI to draft a 3-5 screen onboarding flow — what inputs to provide, the prompt, the review checklist, and the metrics that tell you it is working.
How to Reply to App Store Reviews With AI Without Sounding Like a Bot
Draft warm, specific replies to 1-2 star App Store reviews in under 2 minutes, with a path to win the user back.
Build a Competitor Feature Matrix With AI
Compare your product against 3 competitors across 15 features — honestly. Find the 2-3 dimensions where you genuinely win and the ones where you should stop pretending to compete.
Write Customer Discovery Interview Questions With AI
Generate Mom-Test-style interview questions that surface real past behavior — not 'would you use a tool that...' opinion bait that produces interview transcripts full of polite lies.
How to Use AI to Prioritise Features: RICE Scoring with Honest Pushback
Turn a 30-item backlog into a defensible priority list — RICE scoring, top 5 to do, bottom 5 to drop, and a sanity check against your real data.
AI Landing Page Section Order: From Doubt to Action
Use AI to map landing page sections in the right order based on audience awareness and objections, before you write a single line of copy.
All articles in this hub
How to Use AI to Write App Onboarding Copy: Screens, Headlines, CTAs
A step-by-step workflow for using AI to draft a 3-5 screen onboarding flow — what inputs to provide, the prompt, the review checklist, and the metrics that tell you it is working.
How to Reply to App Store Reviews With AI Without Sounding Like a Bot
Draft warm, specific replies to 1-2 star App Store reviews in under 2 minutes, with a path to win the user back.
Build a Competitor Feature Matrix With AI
Compare your product against 3 competitors across 15 features — honestly. Find the 2-3 dimensions where you genuinely win and the ones where you should stop pretending to compete.
Write Customer Discovery Interview Questions With AI
Generate Mom-Test-style interview questions that surface real past behavior — not 'would you use a tool that...' opinion bait that produces interview transcripts full of polite lies.
How to Use AI to Prioritise Features: RICE Scoring with Honest Pushback
Turn a 30-item backlog into a defensible priority list — RICE scoring, top 5 to do, bottom 5 to drop, and a sanity check against your real data.
AI Landing Page Section Order: From Doubt to Action
Use AI to map landing page sections in the right order based on audience awareness and objections, before you write a single line of copy.
How to Use AI to Build a Launch Day Checklist: Tech, Content, Comms, Analytics
Generate a launch day checklist grouped by tech, content, comms, and analytics — with can't-fail items flagged and walk-through times built in.
AI Market Positioning: 3 Options From Product + Competitor Analysis
Use AI to generate 3 sharply different positioning options for your product — each with tagline, key differentiator, and a clear who-it-is-not-for.
How to Scope an MVP With AI: 1-Page Build / Not-Build Doc
Use AI to draft a 1-page MVP scope that names exactly 5-7 features IN, a longer OUT list with one-line reasons each, Wizard-of-Oz alternatives, and a cut order for when you slip.
Write Your Product Positioning Statement With AI
Turn 4 different product descriptions floating around your team into a single positioning statement that names the category, buyer, alternative — and survives the customer-nod test.
How to Use AI to Draft a PRD: Inputs, Prompt, and Product Requirements Structure
Turn a half-formed feature idea into a Product Requirements Doc — problem, goals, non-goals, users, requirements, metrics, and open questions.
How to Generate Pricing Hypotheses With AI Before You Launch
Get 3 testable pricing hypotheses with plan structure, target segment, key risk, and a 1-week validation experiment for each.
Draft Release Notes With AI: From Engineering Changelog to User-Facing Notes
Use AI to convert a raw engineering changelog into user-facing release notes, grouped into features, improvements, and fixes — each leading with the benefit.
Summarize Your Product Roadmap With AI
Compress 30+ initiatives into a one-page roadmap leadership reads in 90 seconds — committed vs. exploration vs. not-on-roadmap, without lying about commitments.
Build a User Persona From Real Signals With AI
Turn 8 customer interviews into a 1-page persona built from verbatim quotes — Jobs-to-be-Done, decision criteria, alternatives, and an explicit 'what doesn't matter' section.
Write User Stories With AI: From Feature Idea to Stories With Acceptance Criteria
Turn a PM's feature idea into a tight set of user stories with Given/When/Then acceptance criteria your engineers can actually estimate.