Pacing Is About Beat Density, Not Cuts Per Minute
Cuts per minute tell you almost nothing about pace. Beat density, the rate at which something changes for the viewer, is the number that actually decides whether a video drags.
Nobody leaves in the middle of a great middle. A mid-video sag, where the curve slides gently across minutes three through eight before recovering at the payoff, means your viewer has gone on autopilot or your pace has. The trough between the hook and the payoff is the longest psychological distance in the video, and most sag is built in the script, not the edit.
The harsh version: a sagging middle is usually a writing sin that editing cannot rescue. Compression can smooth a bump; it cannot manufacture stakes.
Look for the minute where a slow slide begins. The moment the line angles down and stays down until near the end, you have found the start of the sag. Open the script at that point and read two sections behind it. The boring almost always announces itself a minute early.
Twice I have traced a sag to two adjacent sections doing the same job. Twice more it was one segment repeating its own idea three times with three different examples. Both times the graph looked identical, which is why you read the curve but then read the words.
The middle of a video is where creators store the information they think they need to share and the audience stops needing to listen. Diagnosis is separating the sharing from the listening.
If the curve recovers sharply at the payoff, your structure is holding and the middle just sprawled. Cut the sprawl. If the curve never recovers and keeps sliding past the payoff, you have a deeper problem: the second half failed to promise anything, and the fix lives in the script's section plan, not in a trim.
Either way, measure the sag in points per minute. Take retention at the start of the sagging section and at its end, divide by the minutes between them, and you get an honest slope number. Run the same number after the edit and you will know whether the fix worked before the algorithm tells you.
Cuts per minute tell you almost nothing about pace. Beat density, the rate at which something changes for the viewer, is the number that actually decides whether a video drags.
Zoom sounds and jump cuts interrupt the pattern and also teach the viewer that your video is noise. Real interrupts change the mode of attention, not just the frame.
The hook wins the click. The next thirty seconds decide whether anyone stays. Here is where that half minute goes and how to reclaim it in the rewrite.
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