Cited

Open-source citation monitoring platform that tracks when AI assistants mention your brand

Webfreemiumglobal

Cited is an open-source platform for monitoring when AI assistants mention, recommend, or cite a brand across a set of tracked prompts, capturing snapshot evidence and surfacing competitor appearances and missed opportunities. It can be self-hosted via Docker Compose or used as a managed cloud service. It's for marketing teams who need concrete evidence of how their brand appears in AI-generated answers, within the specific prompts and AI surfaces they configure.

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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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