Limelit Open

Self-hosted AI visibility tracking: see how ChatGPT, Claude, and others mention your brand.

Webfreeglobal

Limelit Open is a free, self-hosted tool for tracking AI visibility (AEO/GEO/LLMO): how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews mention and cite a brand, shipped as a single Go binary using the user's own API keys and data. It's aimed at marketers and brand owners who want to see how AI assistants describe their brand without subscribing to a hosted tracking service.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Limelit Open - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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