Key takeaways
- YouTube promotes videos that make it money, not videos that are "good."
- 32 seconds is the ideal minimum Short length (backed by ad conversion research).
- 81.1% swipe ratio is the push threshold — below that, you're unlikely to get distributed.
- 100%+ retention (AVD ÷ LOV) means people are replaying your video — the strongest signal.
- Fix swipe ratio first. It's the gateway to every other metric.
YouTube Doesn't Push 'Good' Videos. It Pushes Profitable Ones.
Here's the thing most creators forget: YouTube is not a social media platform. It's a business. It was acquired by Google. It sells ads. And every decision it makes about which videos to promote comes down to one question — will this video make us money?
"A lot of people see YouTube as a social media platform. YouTube's a business that makes money. If you want to upload videos, you need to be thinking in the lens of: how can I help YouTube make the most money here? Because if I make YouTube money, guess who's also going to make money? Us."
That framing changes everything about how you approach content. Stop asking "is this video good?" Start asking "will this video generate ad revenue for the platform that distributes it?" The algorithm doesn't have taste. It has a revenue model.
“A lot of people see YouTube as a social media platform. YouTube's a business that makes money. If I make YouTube money, guess who's also going to make money? Us.”
The 32-Second Sweet Spot (And the Ad Study That Proves It)
There's a research basis for the ideal video length on YouTube Shorts. An advertising study found that viewers converted the most — meaning they actually took action on an ad — at the 32-second mark. That's the golden zone for ad engagement.
Why does this matter for Shorts? Because YouTube's business model is advertising. If a viewer watches past 32 seconds, they've hit the point where ad conversion is highest. YouTube makes more money. And YouTube rewards the content that helps it make more money.
"When I'm making a video, I make sure my length of video is going to be around at least 32 seconds when I'm first starting. There was actually a whole study done with advertisements about this. 32 seconds was the sweet spot — the golden zone for viewers converting to an ad."
This doesn't mean every video should be exactly 32 seconds. But it's your starting framework. If you're uploading 15-second clips and wondering why they don't get pushed — the ad math doesn't work in your favor. YouTube can't monetize a viewer who leaves after 12 seconds.
81.1% Swipe Ratio: The Exact Target
Swipe ratio is the percentage of viewers who keep watching your video instead of swiping to the next one. It's your hook success rate, quantified.
The target is 81.1%.
"The ideal metric you want to hit is 81.1%. That's the ideal exact number. If it's anything like that or above, you're going to basically have a guaranteed push."
Not a guaranteed viral video — there are other metrics that matter too. But an 81.1% swipe ratio tells YouTube that 4 out of 5 viewers are choosing to stay. That's a strong enough signal for the algorithm to start testing your video with broader audiences.
If you're below 75%, your hook is the problem. Between 75–80%, you're close but not there yet. At 81%+, the algorithm is actively working for you.
AVD Must Exceed LOV: The 100%+ Retention Rule
Here's where most creators get confused. They use the word "retention" without understanding what it means mathematically. The formula is simple:
Retention = AVD (Average View Duration) ÷ LOV (Length of Video)
If you have a 30-second video with a 15-second average view duration, that's 50% retention. Decent? Not even close. You want 100% or higher.
"You always want to be aiming for 100 plus percent retention. Not 100 — 100 plus percent."
For the 32-second video example, you'd want at least a 33-second AVD. That means, on average, viewers are watching your entire video and then replaying part of it. That replay signal is massive — it tells YouTube the content was compelling enough to watch twice.
How is 100%+ even possible? Replays. Viewers watch the video, loop back, or replay a specific segment. YouTube tracks this precisely, and it's one of the strongest distribution signals in the system.
- 50% retention = half your audience drops off midway. Not enough.
- 80% retention = decent, but you're leaving views on the table.
- 100% retention = average viewer watches the whole thing. Baseline for push.
- 100%+ retention = replays are happening. This is where virality starts.
Why Swipe Ratio Is the First Metric to Fix
If you could only improve one analytic, the answer is unequivocal: fix your swipe ratio first.
"If you're focusing on any analytic to improve, the first analytic you should truly improve upon is swipe ratio. It's like your hook."
Here's why: retention and AVD are downstream metrics. If someone swipes away in the first second, they can't contribute to your average view duration. They can't replay your video. They can't comment or subscribe. Your hook is the gateway to every other metric.
Think of it like a funnel. Swipe ratio is the top — how many people enter. Retention is the middle — how long they stay. Replay rate is the bottom — how many come back. You can't fix the middle or bottom if no one makes it past the top.
Two hook strategies work consistently. Traditional hooks ("In this video I'm going to show you…") give a clear value proposition. Anti-hooks (jumping straight into the action with no preamble) create immediate curiosity. Both can hit 81%+, but anti-hooks have been outperforming across multiple niches recently.
The Three-Metric Framework: LOV + Swipe + Retention
Put it together and every Short you post can be evaluated against three numbers:
Metric 1 — Length of Video: Target 32+ seconds. Metric 2 — Swipe Ratio: Target 81.1%+. Metric 3 — Retention (AVD ÷ LOV): Target 100%+.
If all three are hitting, the algorithm is going to push your video. It's not a creative question. It's a math problem.
"Just because I upload a 32-second video doesn't mean it's going to do well. There's other metrics like the swipe ratio that you need to hit. But once you get these main metrics, you will have a video that will get pushed further. It will get pushed."
There are secondary metrics too — comment ratio, like ratio, subscribe ratio. But these three are the foundation. Get them right first. Optimize the rest later. If your primary metrics aren't hitting, no amount of comment baiting or CTA optimization is going to save the video.
Action checklist
Apply this to your channel today.
- 1Pull up your last 10 Shorts in YouTube Studio. For each one, note the LOV, swipe ratio, and AVD. Calculate retention manually (AVD ÷ LOV).
- 2Tag each video: green (all three metrics hit targets), yellow (one or two hit), red (none hit). The pattern will tell you what's broken.
- 3For any video under 32 seconds, test a longer version of the same concept — same hook, same content, just extended past the 32-second mark.
- 4If your swipe ratio is below 81%, focus exclusively on your first 1–2 seconds. Test anti-hooks (jumping straight into action) vs. traditional hooks.
- 5If your retention is under 100%, find the exact drop-off point in your retention graph. That's the dead zone — cut it, rework it, or replace it with a higher-tension moment.
- 6Use Satura's TrustScore analytics to track all three metrics across every Short in one dashboard — instead of calculating retention by hand.
Sources & methodology
- All metrics and targets sourced from a podcast interview with a creator operating 38 YouTube automation channels ($117K/month AdSense).
- The 32-second sweet spot is based on an advertising conversion study cited by the creator.
- The 81.1% swipe ratio figure is a benchmark derived from testing across multiple niches and channel sizes.