TokGauge — @vivianshop168 LIANGYATING.
@vivianshop168 has 45,400 followers and 198 videos.
Across the 12 parsed clips the average is 21,697 views and 180 likes.
Engagement to views is 0.93%, which is below typical for TikTok.
On the newer half of the feed the response is falling (−0.6 pp).
An average clip reaches 48% of the follower count.