TokGauge — @vivianmariew Vivian Marie. @vivianmariew has 118,300 followers and 330 videos. Across the 12 parsed clips the average is 94,398 views and 141 likes. Engagement to views is 0.16%, which is below typical for TikTok. On the newer half of the feed the response is rising (+4.16 pp). An average clip reaches 80% of the follower count.