How to Tell If a Post Actually Worked
Published · updated · by Loopin
Views tell you what happened. Four other numbers tell you why, and each one points at a different thing to change next time.
Retention at three seconds — fixes the opening
The percentage still watching at three seconds is the number the feed uses to decide whether to keep distributing. Under 30% and nothing else on the post matters, because almost nobody saw it.
Low three-second retention is always an opening problem, never a song problem: a static first frame, text arriving late, or a clip that starts before the interesting part. Change the first second and repost; do not change the song section yet.
Average watch time versus clip length — fixes the length
Divide average watch time by the clip length. Above about 60% and the clip is the right length. Below 40% and it is too long — people are leaving in the middle, which means the payoff arrives after they have gone.
The fix is trimming, not adding. Cut the clip to end just after the moment people are staying for. A 15-second clip watched to 5 seconds becomes a stronger 8-second clip almost every time.
Shares versus likes — fixes the message
Likes measure approval. Shares measure whether the post said something about the person sharing it. For music, shares are worth roughly ten likes, because a share reaches an audience you do not have.
If a post gets likes and no shares, it was pleasant and forgettable. The fix is usually a stronger claim or a stronger feeling in the text — something a person would want attached to their own name.
Profile visits per thousand views — fixes the hook
This is the conversion that actually matters, because a view that does not produce curiosity produces nothing. Under about 5 per 1,000 means the clip entertained and ended; above 20 means people wanted to know who made it.
Low profile visits with high retention is a specific diagnosis: the clip works as a video but not as an introduction to an artist. The fix is putting yourself in it — your name on screen, your hands, your voice.
What to do with the answer
Change exactly one thing on the next post, and it should be the one the numbers pointed at. Changing three things at once means the next set of numbers explains nothing, which is how people post for six months and learn nothing.
Keep a two-column note: what you changed, and what moved. Twenty rows of that is a better content strategy than anything you can read, because it is about your audience rather than somebody else's.
Frequently asked questions
What is a good retention rate for a music clip?
Above 30% still watching at three seconds is the floor; below that almost nobody saw the post. Above 60% of the clip length as average watch time means the clip is the right length.
Are shares more important than likes?
For music, yes — roughly ten times more. A like is approval; a share reaches an audience you do not have and says the post was worth attaching someone's name to.
My clip got views but no followers — why?
It worked as a video but not as an introduction. Check profile visits per thousand views: under about 5 means nobody got curious. Put yourself in the clip — name on screen, hands, voice.