This article investigates how AI-generated crypto whitepapers use persuasive grammar to simulate financial credibility. Through analysis of 10,000 documents and a custom syntactic risk model (DSAD), it demonstrates that sentence structure—not content—is a key predictor of project failure. The paper proposes a regulatory framework called fair-syntax governance to audit and reduce this emerging risk.