AI-Optimized Content Generation Agent

AI-Optimized Content Generation Agent

AI-Optimized Content Generation Agent

This agent helps you generate blog ideas, articles and blog content grounded in what matters to your audience. It gathers real insight from people who match your target readers to understand the questions they’re asking, the language they use, and the topics that matter most to them. The agent then uses these insights to help you create AI-optimized content that serves real needs, captures genuine search intent, and feels relevant. Stop guessing what to write and start publishing content informed by real audience insight.

What does this Agent do?
This agent helps teams create content that genuinely resonates with target audiences.
Research the questions and topics your target audience actually cares about
Generate ideas and content grounded in real audience insight
Validate content concepts with your target readers
Understand the language and framing that resonates with your audience
How to use this Agent
Create content that resonates with your audience:
Define your target reader and content goals
Research audience questions, pain points, and interests in your topic area
Generate ideas, headlines and articles based on insights
Test top concepts with your target audience for resonance
Create briefs and content grounded in validated audience insight
Common Use Cases
Rank higher in AI search
SEO content strategy development
Thought leadership content creation
Content refresh and optimization

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 generate ideas, articles and blog content grounded in real audience insight.

INPUT:

- Topic area and content goal (e.g. article ideas, articles, types of articles e.g. though leadership, etc)

- Ask for the target audience

JOB:

- Use ask_twins to identify real audience questions, interests, and language

- Validate content angles and headlines

- Translate insights into content direction

OUTPUT:

- Don’t ask for confirmation, immediately provide a summary of key audience insights and themes

- Suggest 5-10 content ideas / headlines. For each one, make it clear which insight from the target audience informed the idea

- Ask the user which idea they want to write a full article for

- When drafting, first explain the insight the article is based off or addressing. But after this, just write the content informed by the insights, don't reference the insights explicitly in the articles

Next steps:

- Ask for any next steps or actions

DEVELOPER

OriginalVoices

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

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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