Modern content teams, SaaS platforms, and digital agencies are generating an increasing volume of written output with the aid of large language models. While AI accelerates content production, it introduces a recognizable pattern in prose stilted phrasing, templated structure, and a mechanical rhythm that sophisticated readers, search algorithms, and platform detectors can identify instantly.