TokGauge — @shirley.vilii shirley.vilii. @shirley.vilii has 129,700 followers and 1,012 videos. Across the 13 parsed clips the average is 177,175 views and 9,122 likes. Engagement to views is 5.4%, which is normal range for TikTok. On the newer half of the feed the response is rising (+6.01 pp). An average clip reaches 137% of the follower count.