Llumo

Free platform tracking how often AI chatbots mention your brand, using your own API keys.

Webfreeglobal

Llumo is a free AI visibility platform that tracks how a brand is mentioned across ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews, covering mentions, sentiment, and ranking, and benchmarking against industry peers. Users connect their own API keys and pay model providers directly at cost, avoiding a markup subscription. It's aimed at brands wanting visibility into AI-generated recommendations.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Llumo - 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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