Utilizing internal analytics and physician-director collaborations to enhance neurological health communication on YouTube.

The dissemination of health information on YouTube presents a paradox where expert-generated content, despite high clinical accuracy, often lacks the engagement seen in non-expert patient narratives. Recent evaluations of Guillain-Barré Syndrome (GBS) videos confirm that while physician-produced content achieves superior objective quality scores, it frequently suffers from low visibility and fails to correlate popularity with scientific validity. This manuscript proposes a shift toward utilizing internal analytics, specifically Average View Duration (AVD) and Click-Through Rate (CTR), alongside a collaborative physician-director production model to bridge the gap between clinical precision and public engagement. We suggest that adopting this hybrid creative model and prioritizing internal engagement metrics over aggregate view counts will better support patients and caregivers, particularly in complex neurological conditions.