# 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](/content/features/answer-engine-insights/index.html)  
  Monitor how AI talks about you
- [Prompt Volumes](/content/features/prompt-volumes/index.html)  
  Discover what millions of people ask AI
- [Shopping](/content/features/shopping/index.html)  
  Track product placement in AI
- [Agent Analytics](/content/features/agent-analytics/index.html)  
  See how AI uses your website

## Create

- [Agents](/content/features/agents/index.html)  
  Automate AI-optimized content creation

## Operate

- [Aim](/content/features/aim/index.html)  
  Background agent built for marketers

## Resources

- [Customers](/content/customers/index.html)  
  Teams using Profound
- [Integrations](/content/integrations/index.html)  
  Connect your stack to Profound
- [AEO Report](/content/aeo-report/index.html)  
  Your brand's custom AEO analysis
- [Profound University](https://university.tryprofound.com/)  
  Courses, tutorials, and certifications
- [Agent Templates](/content/agent-templates/index.html)  
  Ready to use agents to start fast

## Data & Research

- [Resource Center](/content/resources/index.html)  
  Articles, events, webinars, and white papers
- [Research Hub](/content/research/index.html)  
  Latest research and insights
- [Blog](/content/blog/index.html)  
  News and updates
- [Engineering Blog](/content/engineering/index.html)  
  How Profound is built
- [Profound Index](/content/profound-index/index.html)  
  The most visible brands in AI Search

## Marketing Engineer

- [Marketing Engineer](/content/marketing-engineer/index.html)  
  Marketing Engineering Manifesto  
  A new marketing discipline appears

## For Teams

- [AEO Teams](/content/solutions/aeo-teams/index.html)  
  Increase AI Search visibility
- [Content Teams](/content/solutions/content-teams/index.html)  
  Create AI-optimized content
- [PR & Brand Teams](/content/solutions/pr-teams/index.html)  
  Shape AI conversations

## Partners

- [Agencies](/content/solutions/agencies/index.html)  
  Profound for agency partners
- [Profound Partners](/content/partners/index.html)  
  Connect with verified partners
- [Become a Partner](/content/partners/apply/index.html)  
  Apply to become a Profound partner