Netflix’s algorithm now highlights a curated list of horror, supernatural, and thriller films during the fall season, giving them a front‑page boost. This strategy, combined with social media buzz, creates a self‑reinforcing loop where early viewers generate discussion that pulls in new audiences.
Yet, the platform’s content library is not static. New titles arrive weekly, and older favorites are pulled after a set window. The timing of these arrivals correlates strongly with traditional Halloween themes, suggesting a deliberate alignment with seasonal consumer behavior.