Passionfruit Labs

In plain words

Passionfruit Labs monitors mentions and citations of websites across AI search engines and language models, helping businesses track revenue impact and brand sentiment in AI-generated content. The platform shows which competitor pages receive citations, provides sentiment analysis of how LLMs discuss a brand, and offers actionable recommendations. It serves marketing and SEO teams looking to understand and optimize their presence in AI search results and reduce spending on alternative analytics tools.

written from the facts on this page · September 2026

From the sources

Track real revenue from AI search, see exactly which competitor pages win citations, learn the sentiment LLMs have of your brand and get instant recommendations that actually work. Stop overpaying $500+/month for GEO tools for synthetic data, let Passionfruit Labs prove ROI fast!

Drive revenue from AI Search. Track page-level citations, brand sentiment, and revenue across LLMs. Get agentic content recommendations to beat your competitors on AI search.

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