YouTube Like and Dislike: What Most People Get Wrong About the Feedback Loop

YouTube Like and Dislike: What Most People Get Wrong About the Feedback Loop

You click a video. You watch for ten seconds. You hit that little thumb icon. Or maybe you don't. Maybe you’re one of the millions who still hunts for a browser extension just to see the "hidden" numbers because the current setup feels broken.

The YouTube like and dislike system is arguably the most misunderstood set of buttons on the internet. We treat them like a "good" or "bad" rating, similar to a movie review, but the algorithm sees them as something entirely different. It’s not just about whether a video is high quality. It’s about data points in a massive, swirling ocean of user retention and behavioral signals. Honestly, if you think hitting dislike on a video "punishes" a creator the way it used to, you're living in 2018.

The 2021 Shift and Why It Changed Everything

Remember when YouTube decided to hide public dislike counts? The internet basically exploded. Creators like Marques Brownlee (MKBHD) and even YouTube’s own co-founder, Jawed Karim, voiced massive concerns. Karim actually updated the description of the first-ever YouTube video, "Me at the zoo," to call the move stupid. He argued that the ability to easily identify bad content is essential for a functional community.

The official reasoning from YouTube’s management, including former CEO Susan Wojcicki, was to prevent "dislike attacks." These were coordinated campaigns where groups would swarm a video to tank its reputation before anyone even watched it. They wanted to protect smaller creators from harassment. But for the average user, it felt like losing a vital "BS detector." If you're looking for a tutorial on how to fix a leaking sink, and the video has 10,000 dislikes, you know not to trust it. Without that count, you're flying blind.

But here is the kicker: the YouTube like and dislike data didn't go away. It just went behind a curtain.

Engagement Is Engagement (Even the Negative Kind)

From a technical standpoint, a dislike is still a signal. If you watch a video and hit dislike, you’ve technically "engaged" with the content. In the eyes of the recommendation engine, that can sometimes be more valuable than someone who clicks away after three seconds without touching any buttons.

Think about it this way. YouTube wants to keep you on the platform. If a video makes you angry enough to interact with it, you're still there. You're still seeing ads.

However, there is a nuance here that experts like MrBeast or Derral Eves often discuss. While a dislike is engagement, it signals to the system that this specific user probably doesn't want to see more of this specific type of content. It’s a personalization tool more than a global ranking factor. It tells the algorithm, "Hey, don't show me this guy's face again," rather than "This video is objectively terrible and should be buried."

The Creator's Perspective

Creators still see the carnage. In the YouTube Studio dashboard, the "Like vs. Dislike" ratio is alive and well. It’s a brutal, honest metric. Most successful channels aim for a like ratio above 90%. When that drops to 60% or 70%, it’s a massive red flag that the title or thumbnail might be "clickbaiting" too hard, or that the creator said something genuinely controversial.

Sometimes, a high dislike count is a badge of honor. Political pundits often have terrible ratios because their audience is divided. News outlets like CNN or Fox News frequently saw massive dislike numbers before the counts were hidden.

The "Return YouTube Dislike" Phenomenon

Because people hate being in the dark, developers stepped in. The "Return YouTube Dislike" (RYD) browser extension became a staple for power users. It works by using a combination of archived data from before the change and "extrapolated" data from its own users.

If 1,000 people using the extension dislike a video, the extension assumes a similar ratio exists for the general population and "guesses" the total count. It's not 100% accurate. It can't be. But it’s the best we’ve got. This creates a weird sub-culture where one group of viewers sees a number and another group sees nothing. It’s a fragmented reality.

Does Liking Actually Help a Video Go Viral?

You’ve heard every YouTuber say it: "Smash that like button!" Does it actually do anything? The answer is a messy "kinda."

Likes are a "secondary" metric. The "primary" metrics—the ones that actually make or break a video—are Click-Through Rate (CTR) and Average View Duration (AVD). If people click the video but leave immediately, a million likes won't save it. The algorithm will think the likes are fake or that the video is failing to satisfy the broader audience.

However, a high volume of likes in the first hour of an upload sends a "velocity" signal. It tells YouTube that the core fans are loving the content. This can trigger the system to push the video out to a wider "lookalike" audience. It’s like a snowball effect. The like isn't the snow; it's the initial shove that gets the ball rolling down the hill.

Misconceptions About the Dislike Button

Most people think disliking a video helps "clean up" their feed. It does, but only to a point. If you dislike a video but then watch the next three videos from the same creator, YouTube assumes you’re a "hate-watcher."

Hate-watching is a massive revenue driver. If you’re obsessed with someone you dislike, you’re still a valuable customer to Google. The algorithm cares about your time, not your happiness.

If you truly want to stop seeing a specific creator or topic, the "Dislike" button is actually the wrong tool. You should use the "Don't recommend channel" option hidden in the three-dot menu on the homepage. That is the "nuclear option." It severs the tie completely. The YouTube like and dislike system is a conversation; "Don't recommend" is a restraining order.

The Psychology of the "Like"

There is a social proof element that we often overlook. When we see a video with 1 million likes, we subconsciously decide it’s worth our time before the first frame even plays. It’s a shortcut for our brains. By hiding the dislikes, YouTube essentially removed the "warning" side of social proof, leaving only the "validation" side.

This has led to a strange era of "safe" content. Creators are less afraid of being disliked because the public shame is gone. But they are also more reliant on comments to gauge sentiment. If you look at any controversial video lately, the comment section has become the new "dislike button." People will leave a comment saying "Dislike button here" and wait for the likes on that comment to act as a proxy for the actual count.

How to Use This Knowledge to Your Advantage

Whether you are a viewer trying to fix your recommendations or a creator trying to grow, you have to stop treating these buttons as simple tallies. They are levers.

For viewers:

  • Like videos you want to see more of, even if they aren't "perfect." It trains your feed.
  • Ignore videos you don't like. Often, clicking away immediately is a stronger negative signal than staying to hit the dislike button.
  • Use extensions if you need the data for tutorials or educational content. Don't trust a "How to invest in Crypto" video that you can't see the dislike ratio for.

For creators:

  • Watch the ratio in your analytics, not the raw number. A video with 100 likes and 50 dislikes is in much more trouble than a video with 10,000 likes and 500 dislikes.
  • Prompt for likes specifically when you’ve delivered value. Don't just do it at the start. Wait until you've made a good point or a funny joke.
  • Check the comments to see if the sentiment matches the likes. Sometimes people "pity like" a creator they like even if the video was a miss.

The YouTube like and dislike system isn't going back to the way it was. Google is doubling down on "user safety" and "well-being," which usually translates to "protecting the environment where ads are served." But by understanding how the signals actually flow into the machine, you can stop being a passive observer and start influencing what the world’s largest video platform shows you next.

Actionable Steps for a Better Experience

  1. Audit your "Liked Videos" playlist. This is a direct roadmap of what YouTube thinks you want. Delete anything that doesn't represent your current interests.
  2. Stop "Hate-Disliking." If you find yourself disliking every video from a specific news outlet or personality, you're actually telling the algorithm you are deeply engaged with that topic. Just stop clicking.
  3. Cross-reference sentiment. Before following advice in a technical or financial video, check the top comments. If the "dislike" count is hidden, the community will usually flag bad info in the replies.
  4. Creators: Monitor "New vs. Returning" viewers. If your dislike ratio is high among "New" viewers but low among "Returning" viewers, your thumbnail is likely misleading people who don't know your style yet.

The feedback loop is yours to manage. Use it strategically.

MG

Mason Green

Drawing on years of industry experience, Mason Green provides thoughtful commentary and well-sourced reporting on the issues that shape our world.