Content Query Generator
AI-Powered Content Strategy Tool for LLM Optimization
Note: Client name anonymized for privacy and confidentiality reasons.
The Challenge
A digital marketing agency managing multiple client websites needed to improve content generation to rank better on LLMs (Large Language Models). With hundreds of pages across their clients' websites, they struggled to understand what prompts users might ask that would surface their clients' content.
The content strategy team needed to:
- Analyze hundreds of client website pages to identify content gaps
- Estimate what user prompts would (or should) surface their content in LLM responses
- Focus copywriters on creating the right content that answers user queries
- Optimize content strategy for LLM visibility and ranking
- Scale this analysis across multiple client accounts efficiently
Manual analysis was too time-consuming and inconsistent. They needed a custom AI tool that could analyze their clients' content and predict optimal content strategies for LLM visibility.
Our Custom Solution
We built an AI-powered content strategy tool that analyzes client websites and predicts user prompts to guide content creation for better LLM visibility.
Key Features
Prompt Estimation
Analyzes website pages to estimate what user prompts should surface the content in LLM responses.
Content Gap Analysis
Identifies missing content opportunities to improve LLM ranking and visibility.
Copywriter Guidance
Provides specific content briefs focused on the right topics and angles for LLM optimization.
Multi-Client Scalability
Efficiently processes hundreds of pages across multiple client accounts.
Stakeholders Involved
Editor-in-Chief
Defined editorial strategy and quality standards
Content Team
Primary users generating daily content ideas
SEO Team
Provided keyword and trend data integration
Analytics Team
Supplied audience engagement metrics
Writers
Used ideas to streamline article production
Product Team
Ensured platform integration and UX
Ready to Build Your Custom Tool?
Let's discuss how we can create a tailored solution for your unique workflow challenges.
Schedule a Consultation