1. How long does a comprehensive AI visibility audit usually take?

A thorough audit for an enterprise brand typically takes between two to four weeks. This timeline allows experts to perform deep **AI citation monitoring** across multiple LLMs, analyze the underlying data ecosystems, and synthesize the findings into an actionable, meta-semantic optimization roadmap.