Click validation is a vital method used in mobile ad fraud prevention tools to authenticate the legitimacy of each click by cross-referencing it with corresponding impression data. By ensuring that an ad was genuinely displayed to a real user, click validation helps thwart fraudulent clicks. Given that click fraud poses a significant financial threat to advertisers, click validation has emerged as the industry standard for combating fraudulent activities and protecting ad expenditure.