Use cases
Jobs the measurement is meant to support
Each page is one job: comparing a defined competitor set, finding citation gaps, watching a prompt panel, checking technical access, or seeing whether ChatGPT recommends a brand. The limits on the page still apply.
Choose the job
AI competitor analysis
Compare brand mentions, recommendations and citations against a defined competitor set in AI answers.
AI citation gap analysis
Find sources cited for competitors and missing from your observed answers.
AI prompt monitoring
Watch a versioned prompt panel across systems and dates without treating one answer as a ranking.
Technical AI readiness
Review crawlability, structured content and access issues that can affect discovery.
ChatGPT recommendation tracking
See whether ChatGPT recommends the brand across a documented set of buyer questions.