elmo

Open-source platform tracking how ChatGPT, Claude, Perplexity and other AI tools mention your brand.

PlatformWebfree

elmo is an open-source Answer Engine Optimization and Generative Engine Optimization platform that tracks how ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok and Google AI Overviews mention and cite a brand. It's self-hostable with every metric auditable in code. It's aimed at marketers who want visibility into their brand's presence in AI-driven search and chat.

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Full match profile

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