A perfectly unanimous answer actually makes one suspicious.
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Attested in Ouyang Xiu's Song-dynasty memorial 《论议濮安懿王典礼札子》: '众口一辞,纷然不正' — the unanimous (but mistaken) consensus around a ritual question. The idiom can be neutral, positive, or slightly skeptical depending on context.