Docs
Everything you need to run CitedOS.
From your first 30-second audit to reading confidence ranges and working the source-gap playbook. Short, product-accurate, and kept current.
Getting started
- What is CitedOS?CitedOS is a cross-engine AI-search visibility platform. It shows where you appear in AI answers across every engine on your plan, why competitors get cited, and which sources to win.
- Run your first auditGet a cross-engine visibility score for your domain in about 30 seconds — no signup required — then turn it into tracked, multi-run measurement.
- Prompts & competitorsSet up the buyer prompts and competitor set CitedOS measures you against. Setup pre-fills both from your category; refine to at least 10 prompts that match real buyer intent.
Measuring visibility
- Visibility metricsThe five Module 1 metrics — presence rate, share of voice, average position, sentiment and mention rate — defined, with how to read each one.
- Reading the dashboardThe per-engine breakdown, trends with model-version markers, competitor comparison and the answer-and-citation feed — and how to act on each.
- Confidence rangesWhy CitedOS never shows a lone number: multi-run sampling, Wilson confidence intervals, freshness windows, and change detection against the band.
- Engines & dataThe engines CitedOS measures today (ChatGPT, Gemini, Claude, Grok, DeepSeek, Google AI Overviews and Perplexity), which integrations are built but switched off, the ChatGPT proxy disclosure, the grounding metadata CitedOS parses, and why it never scrapes the consumer chatbots.
Closing the gap
- Source gap & playbookModule 2 end to end: citations in, scrape cited pages, embed, learn the signature, and out comes a source-gap table plus a prioritized, selectability-vs-discoverability playbook.
- The citability signatureThe learned set of features that separate cited from not-cited sources for the same query — the features CitedOS extracts, the same-query control, and the confounder caveat.
- Audit my pageScore any single page against the citability signals — passage structure, fact density, schema, freshness and speed — to see why it does or doesn't get cited.
Platform
- The MCP serverCitedOS's MCP server exposes your workspace to any agent: list_brands, get_visibility, get_source_gap, list_prompts and add_prompt — over API-key auth.
- Billing & plansThe free public audit, free workspace, and paid tiers — Starter tracks ChatGPT, Growth includes ChatGPT, Gemini, Claude and Google AI Overviews, and any engine your plan leaves out is a flat $50/mo add-on; every paid plan includes unlimited seats and confidence ranges, billed via a merchant-of-record.