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Track AI citations and turn visibility gaps into content work
Track AI brand citations and plan content around visibility gaps

Scribble helps brands monitor how they appear in AI-generated answers and compare that visibility with competitors. It tracks queries, mentions, and citation share across supported assistants, organizing results by model, topic, and time. Teams can use those findings to identify questions where their brand is missing or underrepresented.
A content hub turns existing website, blog, and documentation material into structured pages for the brand's own domain. Scribble also offers creator bounties tied to identified content gaps and tracks published pieces through to observed citations. Conversation discovery and site-readiness audits add context for planning work. The platform connects measurement with content production, while citation outcomes remain dependent on the assistants being tracked.
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