Loomarin

See how ChatGPT, Gemini and Perplexity describe your brand, with a prioritized fix list to get cited

Webfreemiumglobal

A web app that reports how AI engines describe a brand, tracking presence across ChatGPT, Gemini and Perplexity and producing a prioritized fix list instead of a simple score. It helps marketers, founders and agencies see where AI recommendations and citations favor competitors and identify specific issues to address, with share-of-voice comparison and weekly rescans. Offers a freemium model with a free instant audit.

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Full match profile

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