AI Output Evaluation Agent

Evaluate your AI outputs with confidence. This Agent compares multiple AI outputs using feedback from real people who match your target audience, helping you to understand which outputs align best - and why.

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Build with API & MCP

What does this Agent do?

This Agent evaluates and compares multiple AI-generated outputs using real audience feedback to help you understand which outputs will perform best.

Compares multiple AI outputs

Collects preference rankings and qualitative feedback from real people

Identifies which responses best align with audience expectations

Highlights strengths, weaknesses, and trade-offs across variants

How to use this Agent

Getting started is straightforward:

Paste in two or more AI-generated outputs to compare

Define the target audience for evaluation

Optionally specify what matters most (e.g. trust, clarity, tone)

The Agent gathers feedback from relevant Digital Twins

Review rankings, audience feedback, and alignment insights

Common Use Cases

Comparing outputs from different AI models

Evaluating prompt or system instruction changes

Validating chatbot responses before launch

Testing tone, clarity, or safety-sensitive answers

Selecting the best response for a specific audience

Generating human feedback for further model improvement

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

Connect to OriginalVoices
Use the API or connect to the MCP server
Copy (or edit) the agent prompt below
You can copy the prompt, or you can make edits to suit your workflow requirements
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

See the full prompt for this agent inside the OriginalVoices platform.

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DEVELOPER

OriginalVoices

DOCS

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