The target journey
Define an authorised brand and verified site, record competitors and markets, then freeze the questions and declared AI access routes before collection begins.
Review every valid and invalid observation, choose an evidence-linked remediation, verify the website change, and compare a fresh compatible follow-up with the baseline.