AI Coding & App Builders
Turn a Product Idea Into a Reviewable PRD and Prototype
Turn a vague product idea into scoped requirements, testable acceptance criteria and a non-production prototype reviewed against the specification.
What you will have at the end
A scoped PRD, user stories, acceptance-criteria matrix, prototype and mismatch log with unresolved product decisions clearly visible.
- Difficulty
- Intermediate
- Time
- 90–150 minutes for a small product concept.
Testing scope
What was actually exercised, and what still requires verification in your own environment.
The dry run used a fictional B2B intake dashboard with five requirements, three exclusions and two ambiguous decisions. Codex produced and reviewed the PRD and mismatch matrix. No v0 account was connected and no production application, deployment or user test was performed.
Tools referenced
Profiles and official implementation options used by this workflow; see the testing scope for which integrations were exercised.
Steps
Step 1: Capture the problem, user and non-goals
Describe the observable problem before proposing features. Name the primary user, context, current workaround and evidence you have, then list assumptions separately. Define non-goals and prohibited scope so the first prototype cannot silently become a production commitment. Add success signals that can be observed without inventing a target metric. The step passes when stakeholders can disagree with a written assumption instead of interpreting a vague idea differently.
Step 2: Draft a reviewable PRD
Use the PRD prompt with the problem statement, constraints and open questions. Require sections for goals, non-goals, user flows, functional requirements, data boundaries, accessibility, security, dependencies and rollout. Preserve unknowns as questions rather than filling them with plausible defaults. Give each requirement a stable ID. Review the result for product decisions masquerading as facts and remove implementation detail that is not yet justified.
Step 3: Create stories and acceptance criteria
Convert requirements into user stories only where the story format adds clarity. Write acceptance criteria as observable behavior, including error, empty, permission and recovery states. Map every criterion back to a requirement ID and flag requirements that remain untestable. Avoid “works correctly” and other circular criteria. Approval requires product ownership because a precise AI-generated criterion can still encode the wrong product choice.
Step 4: Review specification readiness
Run the readiness prompt and challenge the document manually. Look for missing actors, conflicting terms, implicit data retention, impossible dependencies and unresolved decisions that block a prototype. Classify issues as blocker, decision needed or safe prototype assumption. Record who can resolve each blocker. Do not proceed by silently choosing for them. The PRD is ready when the prototype scope is bounded and every temporary assumption is labelled.
Step 5: Generate a non-production prototype
Provide v0 only the approved flows, visual constraints and representative synthetic data. State that the result is a review artifact, not a secure or production-ready implementation. Ask for accessible labels, loading, error and empty states. Do not insert secrets or real customer data. Save the prompt and generated version so feedback can be reproduced. Confirm that any integrations are mocked unless explicitly configured and reviewed.
Tool: v0
Step 6: Compare the prototype with the requirements
Walk through every acceptance criterion and record pass, fail, partial or not represented, with a screen or component reference. Flag attractive UI additions that were not authorized and requirements the prototype hides. Record accessibility and responsive observations separately from product correctness. End with a mismatch log and unresolved decisions, not an assertion that the prototype validates demand or engineering feasibility.
Open the tools
Official sites for implementation. Their presence here does not mean a live account or integration was tested.
Prompts used
Copy them from the linked pages.
- Draft a reviewable PRD · tested on OpenAI GPT-5 (Codex) — editorial dry run
- Convert requirements into user stories · tested on OpenAI GPT-5 (Codex) — editorial dry run
- Review specification readiness · tested on OpenAI GPT-5 (Codex) — editorial dry run
Editorial validation record
Illustrative scenario reviewed on Oct 3, 2026. This is not proof that the named third-party integrations were run.
- OutputIllustrative scenario: specification traceability
Synthetic fixture: five requirements and three non-goals. The review found two ambiguous decisions before prototyping. The final matrix traced 11 acceptance criteria; two were intentionally marked not represented and one prototype behavior was rejected as out of scope.
- DatasetTesting limitation
The product, requirements and prototype comparison were synthetic and run in Codex on 2026-10-03. v0 was not used, so visual generation and export behavior remain unverified.
Last verified
Quick answers
- How long does it take?
- 90–150 minutes for a small product concept.
Sources
- v0 documentation and FAQaccessed
- v0 API guidesaccessed
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