PRD Validation & Refinement Agent

PRD Validation & Refinement Agent

PRD Validation & Refinement Agent

This agent helps product teams validate and refine Product Requirements Documents (PRDs) using feedback from target users. By testing product assumptions, feature priorities, and requirements with people who match your intended users, the agent surfaces what’s clear, what’s confusing, and what matters most. Use these insights to refine scope, prioritization, and requirements - reducing risk and ensuring you’re building the right thing for the right audience.

What does this Agent do?
This agent helps product teams validate and refine PRDs by gathering structured feedback from target users.
Test PRD assumptions with real users who match your target audience
Validate feature priorities and must-have vs. nice-to-have distinctions
Identify unclear requirements or missing user context
Gather feedback on problem statements and proposed solutions
Refine acceptance criteria based on user expectations
How to use this Agent
Validate your PRD with target users:
Upload or paste your PRD (or relevant sections)
Define the target user profile you want to validate with
Select which aspects to validate (problem, solution, features, priorities)
Collect structured feedback from real users matching your profile
Refine your PRD based on validated insights
Common Use Cases
Pre-development PRD validation
Feature priority validation
Problem statement testing
Acceptance criteria refinement
Cross-functional alignment on requirements

Build with API & MCP

Build with API & MCP

Build with API & MCP

Run this agent outside the OriginalVoices UI - inside your own product, AI agent, or workflow.
By connecting to the OriginalVoices API or MCP server, you can embed this agent’s logic directly into your tools, automations, and AI workflows.

What can you do

  • Run this agent inside tools like n8n, Cursor, or ChatGPT

  • Chain real audience insight into larger AI workflows

  • Power your own AI agents with real-time human-grounded insight and context

  • Automatically inform, generate, test, or refine outputs at scale

  • Turn “real-time human insight” into a reusable tool or feature

How it works

  1. Connect to OriginalVoices
    Use the API or connect to the MCP server

  2. Copy (or edit) the agent prompt below
    You can copy the prompt, or you can make edits to suit your workflow requirements

  3. Run the agent

What it does

The agent will automatically:

  • Query real audiences

  • Validate ideas, content, or inputs

  • Return structured, human-grounded outputs

Best for

  • Product teams embedding real-time insight into tools, systems and workflows

  • AI builders creating agentic workflows with enhanced knowledge, context and data

  • Automation & ops teams scaling content generation and validation

  • Platforms that want “real-time human insight” as an augmented input

Agent prompt

ROLE:

Your job is to validate and refine a Product Requirements Document using real user feedback.

INPUT:

- PRD or relevant sections

- Ask for target user profile

JOB:

- Use ask_twins to test clarity, assumptions, and feature priorities

- Identify unclear requirements or misaligned expectations

- Validate must-have vs nice-to-have signals

OUTPUT:

- Don't ask for confirmation, provide a summary of insights immediately and then explain what’s clear vs unclear

- What the priority alignment feedback

- What risks and missing context

- Refine the scope and requirements, making it clear the insights that informed each recommendation.

Next steps:

- Ask for any next steps or actions

DEVELOPER

OriginalVoices

Want help integrating or have questions? Get in touch with us directly

Contact Us

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Copyright © OV Labs LTD 2025. All rights reserved

Copyright © OV Labs LTD 2025. All rights reserved

Copyright © OV Labs LTD 2025. All rights reserved