# PRD training: write product requirements that people and AI builders can follow

> PRD writing training teaches you to turn an idea into a product requirements document that people and AI builders can follow. We cover goals and users, user stories with acceptance criteria, screens and data, rules for SEO, accessibility, privacy and speed, and a test plan, then use your PRD to drive a real build in Lovable or Claude Code.

Level 6, the top of our training path. The clearer the spec, the better the software, whether a person or an AI writes the code.

## Why it matters now
AI tools build exactly what they are told, including the gaps. A good PRD prevents rework, makes AI output testable and lets a team hand work between people and tools without losing intent.

## What is included
- Problem, goals and success measures
- Users, roles and user stories
- Acceptance criteria that can be tested
- Screens, data model and integrations
- Rules for SEO, accessibility, privacy, security and speed
- Test plan, release checklist and change log

## How we do it
1. **Frame.** Define the problem, users and goals.
2. **Specify.** Write stories, criteria, screens and data.
3. **Build.** Drive a real build from the PRD with AI tools.
4. **Verify.** Test against the acceptance criteria and revise.

## Deliverables
- PRD template
- A finished PRD for your project
- Acceptance test checklist
- Build review session

## Who it is for
- Founders and product owners
- Teams handing specs to AI tools or developers
- Graduates of our vibe coding and Lovable training

## Frequently asked questions
### What is a PRD?

A product requirements document: a written description of what a product must do, for whom, and how success will be checked. It is the brief everyone builds from.

### Why does a PRD matter more with AI?

AI builders follow instructions literally and fill gaps with guesses. A PRD with testable acceptance criteria turns those guesses into checked decisions.

## Related
- [Vibe Coding Training](https://sproutgrowthengine.com/services/ai-training/vibe-coding-training/)
- [Lovable Training](https://sproutgrowthengine.com/services/ai-training/lovable-training/)
- [Context Management & Prompt Engineering](https://sproutgrowthengine.com/services/ai-training/context-management-training/)

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Sprout Growth Engine is the AI search and organic growth practice of Sprout for Business, LLC. 15 Cross Rd, Unit 4, Hooksett, NH 03106. Phone 603-227-5240. Contact form: https://sproutgrowthengine.com/contact/. Rated 4.8 out of 5 from 59 Google reviews (https://search.google.com/local/reviews?placeid=ChIJj9ZDxjZq4okRzO1Wn8jLTb0, checked 2026-09-29).

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