Optimize Draft Content

This agent analyzes competitor pages to assess structure and semantics, and then optimizes a draft article based on that analysis with another GPT-5-mini prompt.

Agent node overview

1. Citation Pages

Retrieve citation pages from Profound with performance metrics. Returns URLs with share of voice, citation counts, and ranking data. Supports sorting (asc/desc) and filtering by category, date range, and other dimensions.

2. LLM

Allows you to use an LLM to generate a response

Monitor

• Answer Engine Insights
  Monitor how AI talks about you
• Prompt Volumes
  Discover what millions of people ask AI
• Shopping
  Track product placement in AI
• Agent Analytics
  See how AI uses your website

Create

• Agents
  Automate AI-optimized content creation

Operate

• Aim
  Background agent built for marketers

Resources

• Customers
  Teams using Profound
• Integrations
  Connect your stack to Profound
• AEO Report
  Your brand's custom AEO analysis
• Profound University
  Courses, tutorials, and certifications
• Agent Templates
  Ready to use agents to start fast

Data & Research

• Resource Center
  Articles, events, webinars, and white papers
• Research Hub
  Latest research and insights
• Blog
  News and updates
• Engineering Blog
  How Profound is built
• Profound Index
  The most visible brands in AI Search

Marketing Engineer

• Marketing Engineer
  Marketing Engineering Manifesto
  A new marketing discipline appears

For Teams

• AEO Teams
  Increase AI Search visibility
• Content Teams
  Create AI-optimized content
• PR & Brand Teams
  Shape AI conversations

Partners

• Agencies
  Profound for agency partners
• Profound Partners
  Connect with verified partners
• Become a Partner
  Apply to become a Profound partner