Large stake acquisitions often signal strong investor confidence and can lead to positive market perceptions. Given the significant size of the stake, this move by Cloud Alliance Inc could be seen as a strong endorsement of Quhuo's value and potential, likely leading to a positive short-term impact on Quhuo's stock price.