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How I Got 2.3 Million Views in 8 Days on a Brand New Faceless YouTube Channel

By Devon Canup · September 30, 2026 · 10 min read
This post is the written version of my video “How I Gained 2 Million Views in 8 Days (From Scratch)” (recorded August 2021). Watch it on YouTube.

I got 2.3 million views in eight days on a brand new faceless channel by taking a format that was already going viral (animated "most popular over time" data charts) and stacking a second trend on top of it, the drama in the beauty YouTuber community. Then I made the video easier to watch than anything else in the niche, with music matched to the data, clean fonts and a very simple thumbnail. It was purely organic: 94.5% of the traffic came from YouTube's browse features, which is the home page.

The Short Version
  • The channel (Data Doggo) was a side experiment. I'd been doing YouTube for three or four years by then and had taken 15-plus channels from nothing to 100,000 views a day.
  • I modeled a channel called Data Is Beautiful, which had 1.4 million subscribers from roughly six months of uploads.
  • Topic sets the ceiling. In that niche, a video on Let's Play gaming channels got 276,000 views while one on best-selling video game consoles got 7.7 million.
  • The video that took off stacked two trends: the data-chart format plus the beauty YouTuber drama. When I recorded this it had about 5.6 million views.
  • I watched it 10 to 15 times before uploading and asked "does this deserve a million views?" at every step.
  • The niche paid badly (one video was at around 69 cents per 1,000 views), which is why we stopped.

What the Channel Was and What It Did

I'll be upfront about two things. First, I wasn't a complete amateur who got lucky. I'd been doing YouTube for three or four years when I made this channel, and I'd already taken 15-plus channels viral from scratch. What I mean by viral is a channel getting 100,000 views a day, starting from complete nothing.

Second, this was a trend. I don't really like to run trendy channels anymore. I do much more evergreen, long-term content, because on a 5 to 10 year plan it makes way more sense. Things that rise quickly tend to fall just as fast.

The channel is called Data Doggo. I made it almost as a joke, and as a little science experiment. I never showed my face. It was just the YouTube algorithm.

WhatNumber (when I recorded this)
Views in the first eight days2.3 million
Traffic from browse features (the home page)94.5%
"Most subscribed beauty YouTubers" videoAbout 5.6 million views
"Most followed Instagram accounts" video1.2 million views
Still coming in on the beauty video5,000 to 10,000 views a month

94.5% from browse means the video went viral on the home page. YouTube wanted to show it.

Step 1: Find a Trend That's Already Getting Results

I'm an avid YouTube watcher. I always study the home page and what's popping up on it.

A year or two before I recorded this, a type of video kept showing up: data videos. They simply showed data changing over time as an animated chart. Very simple content, three to six minutes long, and they were getting an insane amount of views.

The channel doing it best was called Data Is Beautiful. They had 1.4 million subscribers and had only uploaded for something like six months before they stopped completely.

So I got to work. I googled how to make them, and it turned out you put data over time into a piece of software, it visualizes it, and you screen record it. I had a friend who was good at writing simple code to scrape data, so we partnered on the channel. He turned the scraper around in about two days.

Some of the data was missing, so we had to either fill gaps with estimates or refine the data mining.

Step 2: Study the Winners and the Losers

Before picking ideas, I did a lot of research. I watched the top videos in the niche, the ones at 10 million, 20 million and 36 million views. Then I watched the ones that didn't do well.

"Didn't do well" is relative. A video on that channel with 276,000 views would put a lot of people in heaven. But it was sitting next to videos with 7 million views, so for that channel it was a low performer.

I kept a checklist in my head. What is this video doing that that one isn't? What is this one missing?

The conclusion was that it mostly came down to the subject.

Video topicWho can watch itViews
Most subscribed Let's Play gaming channelsA very niche-specific audience276,000
Best-selling video game consolesAnybody who has ever remotely played video games, newer and older gamers7.7 million

You have to pick something a lot of people are interested in. There's more on choosing topics in how to find viral YouTube video ideas.

Step 3: Stack a Second Trend on Top

I had two video ideas.

The first was most followed Instagram accounts from 2014 to the present. It wasn't an original idea. Someone else had made it, and I made mine better than theirs (which is the hard part when you take an idea that already exists). That video got 1.2 million views.

The second came out of a conversation with my girlfriend at the time, who watched a lot of YouTube. I told her the format was "the most of something over a period of time" and asked if she had ideas. Right then there was a lot of drama in the beauty community, and James Charles had lost a huge number of subscribers in a very short time. I don't know that industry well, but I thought it would make a really interesting video.

So we made most subscribed beauty YouTubers, 2013 to 2019. We pulled the statistics from Social Blade and ran them through the software.

The drama had happened three or four months earlier, so the attention and the audience were already there. What I did was take inventory of the big channel's videos and ask one question: what could I make that they haven't made yet, that the same audience (or an audience from another niche) would want to watch?

I didn't recreate the wheel in any way, shape or form. Devon Canup

I took a format that was already getting insane results for other people and stacked another viral trend on top of it.

Trend stacking

Find a format that's already working. Then ask what topic, trending somewhere else, hasn't been put through that format yet. The Instagram video was an updated version of an existing idea. The beauty video was two trends at once.

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Step 4: Make It the Most Watchable Video in the Niche

Nobody else in the niche was making sense of the data. There was this dramatic drop in subscribers on screen, so I threw in a little clip to describe what was happening, so an outsider could understand it.

Then the music. I used a lo-fi song with a few seconds of voices at the start before the beat drops. I let the data sit still for those two or three seconds, and started the animation the moment the beat dropped. I matched the emotion of the song to the video.

You wouldn't put hardcore rock on a video about beauty YouTubers. It doesn't flow. Chill background music gets people into the zone, and five minutes pass before they realize it.

The more that you can get people to watch longer without realizing it, the better average view duration that you're gonna get. Devon Canup

I also messed with the colors a lot and hunted for the best fonts, so the video looked clean and crisp. A lot of other channels in the niche used the software lazily, and I had a tough time watching them because the data wasn't very visual. What set Data Is Beautiful apart, besides covering topics nobody had covered, was that their videos looked enticing and colorful. I took their idea and applied my own layer of production on top.

There's more on holding attention in YouTube retention secrets.

Step 5: Keep the Thumbnail Dead Simple

The top performing videos on Data Is Beautiful had the simplest thumbnails ever. "Most popular TV series 1986 to 2019" written on the thumbnail, with an image from Breaking Bad so you knew what it was immediately. "Most popular websites" over a screenshot of the data.

The videos that performed poorly had the data filling one whole side with the font overlapping it.

Here's what I did on mine:

  1. Scrolled through the video to find a frame where the data was representative and left a good blank canvas for text.
  2. Tweaked the data in the thumbnail slightly to make room.
  3. Erased the little grid lines in the background so it was even cleaner.
  4. Added James Charles's channel profile picture, because he's an icon in that industry and that's what people were showing up for.

I spent a good hour on that one thumbnail. More on this in the faceless YouTube thumbnail guide.

The Question I Ask at Every Step: Does This Deserve a Million Views?

This is what I do for any channel, and it's how I've gotten to 100,000 views in a single day on 15-plus brand new channels.

I just ask myself, does this deserve a million views? Devon Canup

Every step of the way: the idea, the thumbnail, the visualization. On other kinds of channels it's the script, the voiceover and the edit. If the answer is ever no, I ask how to fix it.

I watched that video probably 10 to 15 times before I uploaded it, asking how to make it better each time. Then compare honestly. Is your video the same as the ones that got 100 views, or the ones that got 10 or 20 million?

I also put myself in the viewer's shoes. I watched so much of that niche that I became a fan of the content myself, which is how I knew what fans of my own videos would respond to.

Last, I showed it to other people before I launched it, and I watched their face and body language. If they got bored within 10 seconds, I knew I needed to work on it. If they watched the whole thing without realizing it, I'd done my job. If someone who watches a lot of YouTube started skipping through it, I asked how to make it so they don't skip.

Why We Stopped Running the Channel

You don't make much money in this niche. When I recorded this, ad rates there were around $2 per 1,000 views, and on the Instagram video it was more like 69 cents. It's hard to make a lot of money even with a lot of views, and these videos are extremely difficult to make.

I wouldn't recommend going and making "most subscribed beauty YouTubers" yourself. You won't get the same result unless there's new drama. What carries over to any channel is the process: stack trends, feed into the emotion, do the market research, and hold every piece to the million-view question.

I cover more of what I'd learned by this point in lessons from 1 billion views.

Video Chapters

FAQ

How did Devon Canup get 2.3 million views in 8 days on a new YouTube channel?

Devon copied a data-chart video format that was already going viral and applied it to a second trend, the beauty YouTuber drama around James Charles. He then made the video more watchable than competitors, and 94.5% of the traffic came from YouTube's home page.

What is trend stacking on YouTube?

Trend stacking is Devon's term for taking a video format that is already getting big results and putting a second, separately trending topic through it. His stacked video reached about 5.6 million views, against 1.2 million for his video that used the format alone.

Why do some videos in the same niche get far more views than others?

In Devon's research it mostly came down to how broad the topic was. On the channel he modeled, a video about Let's Play gaming channels got 276,000 views while one about best-selling video game consoles got 7.7 million, because almost anyone who has played games could watch it.

How do you know if a video is good enough to upload?

Devon asks "does this deserve a million views?" at every step, from the idea to the thumbnail. He watched this video 10 to 15 times before uploading and showed it to other people to see whether they got bored in the first 10 seconds.

Do data visualization channels make good money on YouTube?

Not in Devon's experience. When he recorded the video in 2021, he put ad rates in that niche at around $2 per 1,000 views, with one of his own videos at about 69 cents, which is why he stopped running the channel.

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Devon Canup, Founder of Become Viral and Faceless Channel Academy
Devon Canup
Founder, Become Viral & Faceless Channel Academy

Devon built his first faceless YouTube channel from a hotel room and scaled to $8M+ in revenue across his channels and coaching business. His channels (Across the Globe, Nutty History) generate $30K-$60K/month in AdSense. He's been featured on the Ken Joslin Show, Digital Social Hour, Wantrepreneur Today, and the Ryan Clogg Podcast. FCA has enrolled 1,200+ students who have collectively generated $42M+ in revenue.

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