Use AI to review your document for what it assumes people already know but don't.
You've written something clear — to you. But you've been living with this project for weeks. Your reader hasn't. They don't know the acronyms, the backstory, or the context you assume is obvious. AI can act as a "cold reader" who flags every unexplained term, vague reference, or logical leap that makes perfect sense to you but will confuse anyone else. This is especially powerful before sending anything cross-functional, to leadership, or to external stakeholders. Paste your draft and ask AI to identify what requires prior knowledge. It'll surface jargon you're blind to, references that need a one-sentence explanation, and assumptions that aren't actually shared. Then decide: explain it inline, add a brief intro, or simplify the language. This review helps you write for the audience you have, not the one that lives in your head. This works for emails, reports, proposals, training docs, or any content going to someone outside your immediate bubble. The goal isn't to dumb things down — it's to remove barriers between your idea and their understanding.
Try this prompt today
“You are a first-time reader who has no prior knowledge of this topic or project. Review the document below and list every term, acronym, reference, or concept that you would not understand without additional context or explanation. Be specific about what's unclear and why. [Paste your document here]”
March 21, 2026
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