Fifteen specific linguistic patterns now signal AI-generated text to savvy readers. These markers often undermine the perceived authority of professional creators using LLMs for content scaling. Identifying these tropes allows writers to refine their prompts. Practitioners must manually edit these artifacts to maintain trust and preserve a unique human voice.