TokGauge — @shirley.prime16 Shirley Prime. @shirley.prime16 has 23,900 followers and 486 videos. Across the 14 parsed clips the average is 22,978 views and 308 likes. Engagement to views is 1.49%, which is below typical for TikTok. On the newer half of the feed the response is falling (−1.66 pp). An average clip reaches 96% of the follower count.