Citation Monitoring
Citation Monitoring tracks how AI engines name and cite your brand over time. For a fixed prompt set, it records mentions, clickable citations, the source domains behind each answer, and your share of voice against competitors across ChatGPT, Claude, Perplexity, Gemini, and AI Overviews — so AI visibility becomes a measured channel rather than something you check by hand and forget.
What gets monitored
For each prompt and engine, RankEcho records whether your brand is named, whether a clickable citation points to your domain, which competitors appear, and which sources the answer relied on. Naming and citation are tracked separately because engines differ in what they show, and both matter for visibility.
The metrics it reports
Three signals, watched over time:
- Citation rate — how often you are cited across the prompts.
- Share of voice — your mentions relative to competitors.
- Engine coverage — how many engines name you for the same prompts.
Why a fixed prompt set and cadence matter
Monitoring is only meaningful if the questions stay the same. RankEcho holds the prompt battery fixed and re-runs it on a schedule, so a change in citation rate reflects your work rather than a different question or a lucky run. Because the same prompt can vary between runs, cadence is what separates a durable trend from day-to-day noise.
Monitoring is the start, not the end
Seeing that you are uncited is necessary but not sufficient. RankEcho pairs monitoring with the Fix Engine, which turns each gap into a shippable change, and the Proof Loop, which re-tests the prompt afterward. Monitoring tells you where you stand; the loop is what moves you.
Frequently asked questions
RankEcho is built to track the major AI answer engines — ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — across the same prompt set so coverage is comparable.
Weekly suits most brands; a tighter cadence helps while you are actively shipping fixes and want to catch fast retrieval effects.
No. A mention names your brand in the answer; a citation is a clickable source link. RankEcho tracks both because engines differ in what they expose.