Inspect crawler access, schema, entity clarity, answer structure, AI discovery manifests, and a sampled commercial prompt panel, then prioritize the changes most likely to improve citation readiness.
Every checkout collects only a public URL or short public workflow description. Do not submit credentials, customer data, private files, or API keys.
One public site, sampled prompt panel, competitor citation sources, technical diagnosis, and ten prioritized fixes.
Buy AuditMonthly sampled citation and technical regression checks with material-change alerts.
Buy MonitoringAI answers vary by model, location, session, and time. Reports state the sampling method and uncertainty. No ranking, traffic, revenue, or citation outcome is guaranteed.
The engagement covers one public target or one bounded workflow. Additional systems require a separate written scope.