Mosseri confirmed skip rate is the #1 signal. So I looked at what actually causes people to skip. Here's what I found.
After Mosseri's update confirming watch time as the dominant ranking signal (skip rate being the flip side of that), I spent the last few weeks looking at what actually causes people to bail in the first 3 seconds.
Pulled data across 40 accounts in different niches. Grouped reels into two buckets: under 30% skip rate in the first 3 seconds and over 60% skip rate in the first 3 seconds.
Here is what the opening frame looked like across both groups.
Reels where people stayed:
- Direct eye contact with camera in first frame: 74% of reels
- On-screen text visible within 1.5 seconds: 68%
- Physical movement in opening shot: 71%
Reels where people left:
- Static opening image: 61%
- No text on screen in first 2 seconds: 73%
- Creator not visible in frame at all: 58%
None of this is conclusive. I cannot control for content quality differences. And Mosseri has been clear that watch time covers both relative (completion %) and absolute (seconds watched), so a 60-second reel and a 15-second reel are weighted differently.
But the pattern in the opening frame was consistent enough across niches that I think it is worth paying attention to.
What are others seeing? Especially curious if the "face in first frame" thing holds in non-lifestyle niches.