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 ChatGPT, Gemini and Claude answers, 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 three engines CitedOS measures, all via official APIs, the ChatGPT proxy disclosure, 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 — every plan includes all three engines, unlimited seats and confidence ranges, billed via a merchant-of-record.