AI PRD Generator

AI PRD Generator
built for AI coding agents

Describe your product in plain English and get a complete Product Requirements Document — user stories, acceptance criteria, and edge cases an AI coding agent can build from — in under 90 seconds.

Generate Your PRD Free

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New from Keeborg

Your AI agent is capable.
It just doesn't have a process.

Without a system, every project starts from zero. No structure, no quality bar, no way to carry context between sessions. The Dev System gives your agent a complete methodology — research, plan, build, score, audit, deploy. Personalised to your stack.

Install in 30 seconds One-time $49 — not a subscription Yours to keep and modify
See what's inside
New
your-dev-system/
CLAUDE.md              ← Your rules
skills/
  session-continuity/  ← Never lose context
  multi-agent-qa/      ← 95/100 quality gate
  security-audit/      ← Blocks bad deploys
  seo-aeo-pass/        ← Every public page
  research-and-plan/   ← Before any code
  nextjs-scaffold/     ← Your framework
  vercel-deploy/       ← Your deploy target
  resend-email/        ← Your email provider
  post-launch/         ← Monitoring + care
templates/
  project-CLAUDE.md    ← Per-project setup
  continuity/          ← decisions, changelog,
                          session-log
$49one-time
Personalised to your stack

What is an AI PRD generator?

A Product Requirements Document (PRD) defines what your product should do: the user stories, feature requirements, acceptance criteria, and edge cases needed to build the right thing. An AI PRD generator produces that document from a plain-English description in seconds.

Unlike traditional PRDs written for humans, Keeborg generates AI-optimized specs that coding agents like Claude Code and Cursor can execute directly. You describe the idea; Keeborg handles the structure — so you start building instead of formatting.

Why AI coding agents need a PRD

AI agents are powerful but literal. Without explicit acceptance criteria and edge cases, they make assumptions — and assumptions become bugs and missing features. A structured PRD removes the ambiguity so the agent builds exactly what you intended, the first time.

PRD — Example Output
# Requirements Specification

## Feature: User Authentication

### User Story
As a user, I want to securely log in to my
account so that I can access my dashboard.

### Acceptance Criteria
- [ ] Sign up with email and password
- [ ] Password 8+ characters with a number
- [ ] Email verification before access
- [ ] Reset password via email link
- [ ] Session expires after 24h inactivity

### Edge Cases
- Invalid email format → validation error
- Duplicate email → "Account already exists"
- Expired reset link → request a new one
- Too many attempts → temporary lockout

What a Keeborg-generated PRD includes

Every section is tailored to your specific product based on the description and refinements you provide.

User Stories

Each feature framed in standard "As a user, I want… so that…" format, so the intent behind every requirement is explicit.

Acceptance Criteria

Concrete, checkable conditions for every feature — the exact bar an AI agent must hit for the work to count as done.

Edge Cases & Error States

The invalid inputs, failure paths, and boundary conditions agents skip when they are left to guess.

Feature Priorities

What is must-have versus nice-to-have, so the agent builds the core before the extras.

Dependencies

Which features rely on which, so work happens in a buildable order instead of a tangle.

Non-Functional Requirements

Performance, security, and scalability constraints captured up front rather than discovered in production.

How the AI PRD generator works

Three steps from idea to a complete PRD your AI coding agent can build from.

1

Describe your product

Tell Keeborg what you are building in plain English — the core features, who it is for, and what success looks like.

2

Answer refinement questions

Keeborg asks targeted questions about features, priorities, and edge cases to remove ambiguity before generating.

3

Get your PRD

Receive a complete PRD plus 7 other spec documents. Refine in the editor, then export to GitHub or download.

Who uses an AI PRD generator

Anyone who needs to turn a product idea into something an AI coding agent can build.

Founders validating an idea

Turn a rough concept into a concrete spec you can hand to an AI agent and start building the same day.

Product managers

Translate a product vision into structured, unambiguous requirements without spending an afternoon formatting a doc.

Developers briefing an agent

Give Claude Code or Cursor explicit acceptance criteria and edge cases instead of a one-line prompt.

Agencies scoping builds

Produce a clear requirements document for client sign-off, then build straight from the same spec.

Common PRD mistakes to avoid

A weak PRD leads AI agents straight into wrong assumptions. Here's what to watch out for.

Vague requirements

"Add user login"

Specify the flow, validation rules, session behaviour, and what happens on failure — the details an agent otherwise invents.

No acceptance criteria

Listing features with no definition of done

Give each feature checkable criteria so the agent knows exactly when it has built the right thing.

Ignoring edge cases

Only describing the happy path

Document invalid inputs, empty states, and error handling — where AI agents quietly introduce bugs.

Writing for humans only

Prose paragraphs with implied requirements

Structure the PRD so an AI coding agent can parse and execute it directly, not just read it.

Part of a complete spec suite

The PRD is one of 8 interconnected documents Keeborg generates from your project description. Each document references the others, giving AI agents comprehensive project context.

Generate your PRD in seconds

Stop formatting requirements docs by hand. Describe your product in plain English and get a complete PRD plus 7 other spec documents in under 90 seconds.

Generate Now — Free
Free to use No account needed Download JSON output

Frequently Asked Questions