Monitor How LLMs Describe Your Dev Tool

Use this skill as the main visibility workflow router for developer tools and open-source products.

Brand: AI Visibility Toolkit

Companion repo: ai-visibility-toolkit

Use this when you want an agent to help you monitor how LLMs describe your product, build a reusable query pool, diagnose negative or outdated answers, and plan what to fix next.

Start Here

Copy one of these prompts to begin:

• Analyze how ChatGPT and Claude describe my API docs
• Build an AI visibility query pool for my SDK
• Find negative or outdated LLM claims about my project

30-Second Result