ChatGPT visibility tracker
A ChatGPT visibility tracker records whether ChatGPT names, cites, or recommends your brand for a fixed set of buyer prompts, over time. Because ChatGPT answers both from training and from live search, a good tracker captures both the named brands and the cited sources, holds the prompts stable, and compares ChatGPT with other engines — then helps you act on the gaps.
What a ChatGPT tracker should capture
For each tracked prompt:
- Whether your brand is named in the answer.
- Whether a citation points to your domain.
- Which competitors appear instead.
- The sources the answer drew on.
Tracking the two answer paths
ChatGPT may answer from trained knowledge or from live search. A useful tracker reflects that — a brand can be cited when ChatGPT searches but absent when it answers from memory. Seeing both helps you tell whether to invest in present-day retrievability or in the broader, slower corroboration that shapes trained knowledge.
From tracking to fixing
A tracker that only reports a score leaves the hard part to you. RankEcho records the ChatGPT gaps, recommends the first fix — content, schema, crawl access, comparison coverage, or off-site sources — and re-tests the exact prompt to show whether ChatGPT started naming you.
How RankEcho tracks ChatGPT
RankEcho monitors your ChatGPT prompts alongside the other engines on a fixed cadence, captures named brands and cited sources, and turns the gaps into shippable, verifiable fixes.
Frequently asked questions
Because answers vary between runs and between the trained and search paths — which is why a fixed prompt set and a regular cadence matter.
Yes, but the prompt set should be generated from your domain, since buying questions differ by industry.
No. It measures, fixes, and re-tests; AI answers are probabilistic.