Answer Engine Review

How often your brand, topics, and supporting pages appear in AI responses.

Entity and Schema Review

Structured data, page semantics, and topical clarity that improve retrieval quality.

Action Plan

Priority fixes for content, architecture, and signals that matter most for AI discovery.

AI answer systems now influence how patients, caregivers, clinicians, investors, and journalists discover information. A visibility audit shows where a pharmaceutical brand is being found, misread, or ignored.