TokGauge — @vibessign J4VI. @vibessign has 125,700 followers and 60 videos. Across the 10 parsed clips the average is 1,469,190 views and 207,982 likes. Engagement to views is 14.66%, which is above average for TikTok. On the newer half of the feed the response is holding steady (−0.3 pp). An average clip reaches 1169% of the follower count.