FoundCite

Measures how often AI chatbots recommend your brand, then closes the gap

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FoundCite tracks how often major AI assistants (ChatGPT, Claude, Perplexity, Grok, Google AI Mode) name a brand when asked for a recommendation using real buyer questions, then automatically writes and publishes content targeting the gaps where competitors are favored instead. It's for marketing teams who want visibility into, and influence over, how often AI answers actually recommend their brand.

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Full match profile

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