AI Visibility Monitor
Open-source Python toolkit to monitor if ChatGPT, Claude, and Perplexity cite your website.
github.com
TL;DR
- What it does: Open-source Python toolkit to monitor if ChatGPT, Claude, and Perplexity cite your website.
- Best for: Monitor if ChatGPT cites your blog.
- Pricing: Open Source — see latest tiers.
What is AI Visibility Monitor?
AI Visibility Monitor is an open-source Python toolkit designed to track mentions of your website by prominent AI models like ChatGPT, Claude, and Perplexity. Developed with a focus on transparency and control, this tool allows you to understand how these AI platforms are referencing your content. It operates locally on your machine, utilizing your own API credentials, which ensures data privacy and security. The MIT license makes it freely available for modification and distribution, promoting community involvement and further development.
The primary function of AI Visibility Monitor is to provide insights into AI citation patterns. By running locally, it avoids sending your data to third-party servers, offering a secure alternative to cloud-based monitoring solutions. This is particularly useful for website owners, content creators, and SEO professionals who need to ascertain their visibility and the accuracy of AI-generated summaries that might include their site's information. The tool requires basic Python knowledge and the setup of necessary API keys for the AI services you wish to monitor.
This toolkit is ideal for users who prioritize data privacy and want direct control over their monitoring processes. It serves as a direct way to check if specific AI chatbots are acknowledging your website in their responses or generated content. While it focuses on citation tracking, its open-source nature invites customization for users with programming skills who might want to extend its functionality or integrate it into larger data analysis workflows. The project is hosted on GitHub, encouraging community contributions and issue tracking.
Key features
- Tracks ChatGPT citations
- Tracks Claude citations
- Tracks Perplexity citations
- Runs locally
- Open-source Python toolkit
- Uses personal API keys
- MIT License
Use cases
- Monitor if ChatGPT cites your blog.
- Check if Claude mentions your company site.
- Track Perplexity's reference to your research.
- Understand AI content sourcing for your domain.
- Verify AI accuracy regarding your website.
Pros & cons
Pros
- Tracks AI citations of your website.
- Operates locally for data privacy.
- Open-source with MIT license.
- Uses your own API credentials.
- Free to use and modify.
Cons
- Requires Python and API setup.
- Limited to specific AI models.
- No graphical user interface.
- Relies on AI model API availability.
- Technical knowledge needed for setup.
FAQ
What is AI Visibility Monitor?
It's an open-source Python toolkit that tracks if AI models like ChatGPT, Claude, and Perplexity cite your website in their responses.
What is the pricing for this tool?
As an open-source tool with an MIT license, it is free to download, use, and modify. You may incur costs for the underlying AI model API usage.
Who is this tool for?
Website owners, content creators, SEO professionals, and researchers who want to monitor their site's visibility and citation by AI models.
Are there alternatives to AI Visibility Monitor?
Alternatives might include custom web scraping scripts or other specialized SEO tools, though direct AI citation tracking is less common.
What are the technical limitations?
Requires Python installation, API key setup for monitored AI services, and command-line operation. Performance depends on your system and API rate limits.