What is the AI Visibility Monitor?

It is an open-source toolkit developed by Work-Smart.ai that helps users track and analyze how their website is mentioned and cited in AI-powered search results.

How does it differ from traditional SEO tools?

Instead of a monthly subscription, it is a set of Python scripts that run locally. It uses your own API keys (like Anthropic or Google Cloud) to gather data, ensuring you only pay for the raw data you use.

Which AI engines can it monitor?

The toolkit focuses on visibility within ChatGPT, Claude, Perplexity, Gemini, and Google's AI Overviews.

What technical skills are required to use it?

Users should be comfortable running Python scripts and managing API credentials via a terminal or command line.

Is my data shared with Work-Smart.ai?

No. The tool runs locally on your device, and all generated JSON data remains under your direct control without being transmitted to external servers.

What files does it analyze for AI readiness?

It specifically checks for robots.txt, sitemap.xml, and the newer llms.txt standard to ensure AI bots can effectively index your content.

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AI visibility

Free

AI Visibility Monitor by Work-Smart.ai

A free open-source Python toolkit to track website citations in AI search engines and analyze visibility across ChatGPT, Claude, and Gemini using your own credentials.

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Rating

Reviews

Upvotes

3 months ago

Listed

AI visibility

GEO

AEO

SEO tools

Open Source

Brand Monitoring

ChatGPT SEO

AI Search Optimization

Digital Marketing

Data Analytics

Tool information

Provider

Work-Smart.ai

Platforms

Windows

macOS

Linux

Python

Languages

English

Added to directory

3 months ago

Last updated

about 1 month ago

Rating

Not available

Pricing

Free

About AI Visibility Monitor by Work-Smart.ai

What the tool does and who it's for

AI Visibility Monitor is an open-source Python toolkit designed to track and analyze how your website is cited across AI engines like ChatGPT, Claude, Perplexity, and Gemini. Unlike enterprise SaaS platforms, this tool runs locally on your own credentials, providing granular data on crawlability, citation rates, and AI-driven traffic without recurring subscription costs. It includes a suite of four specialized scripts to audit robots.txt and llms.txt files, verify AI bot permissions, pull Google Search Console and GA4 data, and perform real-time citation checks. The output is delivered in structured JSON format, making it easy to integrate into custom marketing dashboards or internal reporting systems for solo operators and lean consulting teams.

Key capabilities

Automated citation tracking across major AI search engines.

Technical audit of robots.txt, llms.txt, and sitemap.xml files.

Analysis of AI bot permissions and crawler accessibility.

Google Search Console integration for top query and page performance.

GA4 data extraction specifically focusing on AI referral traffic.

Local execution to ensure full data privacy and control.

Structured JSON output for seamless dashboard integration.

Zero subscription fees by using your own API credentials (BYOK).

Support for decision-making through actionable visibility insights.

Pricing

Free — plans below

Open Source

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