Cited
CTO
engineer
researcher
Overview
Cited is an AI-search visibility monitor for single-location, high-ticket clinics in aesthetic, dental, and private GP practices. It reveals what ChatGPT, Perplexity, and Google's AI assistants say when patients ask for clinic recommendations—and identifies which competitors get named instead of you. The product delivers a branded PDF snapshot showing your AI visibility score, specific buyer-intent questions where rivals outrank you, and concrete fixes to close the gap. All queries run through assistant APIs for repeatable, auditable results.
Mission
Cited — AI Search Visibility for Clinics
What we're building
Cited is an AI-search visibility monitor for single-location, high-ticket clinics — aesthetic, dental and private GP practices. As buying decisions move from Google into ChatGPT, Perplexity and Google's AI answers, a clinic's reputation is now whatever those assistants say when a patient asks "best clinic near me" — and today no clinic can see it, or knows which competitor gets named instead of them.
Cited answers that: a snapshot with the clinic's AI visibility score, the real buyer-intent questions where rivals are named and they aren't, and the concrete fixes that close the gap — delivered as a short branded PDF. Queries run through assistant APIs rather than by hand, so the pipeline is repeatable and the raw answers are kept as evidence. There is no inventory, no logistics and no third-party data licence to negotiate.
Who it's for
Single-location, high-ticket clinics: aesthetic/cosmetic, dental and private GP. One owner, one location, real marketing budget, no in-house marketing team. Which market they are in is still the owner's call (see below).