A YouTuber walks through six outlier videos from small channels to argue that packaging, not the algorithm, decides who gets views.
Posted
1 weeks ago
Duration
Format
Essay
educational
Views
16.6K
488 likes
57 · 43
Big Idea
The argument in one line.
Videos from small channels outperform their subscriber count when the title makes the topic instantly clear and the thumbnail proves credibility in under two seconds, which means underperformance is a packaging problem, not an algorithm problem.
Who This Is For
Read if. Skip if.
READ IF YOU ARE…
You run a small YouTube channel and views have plateaued well below where the content quality seems to justify.
You suspect 'shadow banning' or algorithm suppression and haven't audited your titles and thumbnails as the more likely cause.
You want a repeatable system for finding proven video ideas instead of guessing at what a niche wants next.
You're deciding whether to invest time in editing polish versus packaging and want evidence for where the leverage actually is.
SKIP IF…
You're looking for editing, shooting, or production technique — this creator explicitly credits zero manual editing for his own results.
You want technical SEO or YouTube algorithm mechanics — the video argues against that framing entirely.
TL;DR
The full version, fast.
A YouTuber who runs three channels (one earning $4,600+/month off just 5,000 subscribers) argues that when views stall, it's almost never the algorithm. Using the 1of10 outlier-research tool, he breaks down six small-channel videos that vastly outperformed their subscriber counts, in fitness, finance, business, social skills, gaming, and mindset niches. Every one shares two traits: the title makes the topic instantly clear on a single read, and the thumbnail proves credibility or poses a question the viewer has to click to resolve. His conclusion: fix packaging and idea quality, and views become a byproduct rather than something you have to chase directly.
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He states his numbers across three YouTube channels, an educational channel making $4,600+/month off 5,000 subscribers, a low-effort gaming channel with 1.9M views in a year, and his main channel, to establish that low production and low subscriber counts don't cap earnings.
02:22 – 03:26
02 · It's not shadow banning, it's packaging
States plainly that YouTube isn't shadow-banning or suppressing anyone; stalled views trace back to weak packaging (title + thumbnail) and weak video ideas, and fixing both makes views a byproduct.
03:26 – 07:15
03 · Example 1: Nick Conte's insulin video
Breaks down a fitness video that got 85,000 views on under 3,000 subscribers, crediting a title that states the topic in one read and a thumbnail that leads with a visibly shredded body on the left, where viewers look first.
07:15 – 08:51
04 · Example 2: LosingLoonies' Reddit-trading LLM
Covers a finance/AI video that hit 656,000 views on 52,000 subscribers, arguing the thumbnail's exaggerated meme face and steep green graph made an unfamiliar concept (using an LLM to trade off Reddit posts) instantly intriguing.
08:51 – 10:16
05 · Example 3: Tim Brace's 'There Is No Plan B'
A business video with 18,000 views on 2,000 subscribers built around a visibly stressed subject and an absolute-framed title that raises a question ('how did he make $100,000?') without answering it.
10:16 – 10:51
06 · The pattern across all three
Names the two shared traits across the first three examples: the viewer instantly knows what the video is about, and the idea itself isn't a cookie-cutter rehash of the niche.
10:51 – 13:55
07 · Inside the 1of10 outlier tool
Demonstrates his saved 'banger virality' filter preset (2x-500x outlier score, 900-100k subscribers, last 6 months) and shows how he bookmarks discovered outliers into folders, backing the tool with his own results.
13:55 – 16:03
08 · Example 4: The CCC Rule conversation video
A social-skills video with 43,000 views on under 2,000 subscribers, credited to naming an unfamiliar method ('the CCC Rule') instead of a generic title, plus a title that promises a dream outcome while defusing self-doubt ('idiot-proof').
16:03 – 17:24
09 · Example 5: Laura Fryer's dev-count thumbnail
A gaming video with 100,000 views on 84,000 subscribers that reduces its argument to two numbers (185 devs vs. 2,183 devs) as a contradiction the viewer has to click to resolve.
17:24 – 18:41
10 · Example 6: Cole Christoffersen's doomscroll video
A mindset video with 230,000 views on a small channel, using a cluttered whiteboard-style thumbnail of familiar objects (brain, headphones, energy drink) to signal a science-based explanation, plus an upscale setting that lends the speaker credibility.
18:41 – 20:07
11 · Proof from his own channel + sign-off
Closes by pointing to his own AI-edited, zero-manual-editing video (655,000 views, $2,000+ revenue) as proof the idea and its packaging carried the video, then signs off.
Atomic Insights
Lines worth screenshotting.
A video's view count has almost nothing to do with subscriber count once the title makes the topic instantly clear.
Nick Conte's fitness video got 85,000 views on a channel with under 3,000 subscribers largely because the thumbnail led with a visibly shredded body, not with text about insulin.
LosingLoonies turned an AI-and-Reddit-trading video into 656,000 views on 52,000 subscribers by pairing a steep green graph with one exaggerated meme face.
Titles that name a new, unheard-of method (the 'CCC Rule') outperform generic advice titles like 'how to be more social' because novelty reads as an unclaimed shortcut.
Tim Brace's thumbnail for 'There Is No Plan B' worked by showing visible stress without explaining it, forcing the viewer to click to find out how long and how.
A shredded body placed in the left third of a thumbnail gets read first, since viewers scan left to right, and functions as instant social proof for a body-transformation topic.
This creator made $4,600+ in monthly recurring revenue from a 5,000-subscriber educational channel by prioritizing packaging over production value.
A single AI-edited video with zero manual editing earned this creator over $2,000 and 655,000 views, evidence that production polish was not the bottleneck.
1of10's saved outlier filter (2x-500x views-to-subscriber ratio, 900-100k subscribers, last 6 months) is built specifically to surface small-channel breakouts worth studying.
Every high-performing outlier example shared two traits: the title made the topic obvious in under two seconds, and the idea itself wasn't a cookie-cutter rehash of the niche.
Laura Fryer's gaming video outperformed her subscriber ratio by turning a spec comparison (185 devs vs. 2,183 devs) into a contradiction the viewer has to click to resolve.
Bookmarking outlier videos into themed folders turns one-off inspiration into a searchable swipe file a creator can return to before writing their own next title.
Takeaway
Packaging decides who watches, not the algorithm.
PACKAGING SIGNALS
Across six outlier videos from small channels, every view spike traced back to a title that made the topic instantly clear and a thumbnail that proved credibility in under two seconds, not to subscriber count or any algorithm intervention.
01Cold open: three channels, one thesis
A 5,000-subscriber educational channel generated $4,600+ in monthly recurring revenue, showing subscriber count is a weak predictor of channel income.
Low-production, zero-editing videos reached 1.9 million views on a secondary channel, evidence that polish is not the bottleneck for reach.
02It's not shadow banning, it's packaging
When views stall, the two most likely causes are a weak title/thumbnail combination and a video idea that's a rehash of what the niche already has.
Fixing packaging and idea quality first is a prerequisite; views follow as a byproduct rather than being something to chase directly.
03Example 1: Nick Conte's insulin video
A title works when a viewer can state the video's subject after one read, with zero ambiguity left to resolve.
Placing a visually transformed subject on the left side of a thumbnail matters because viewers scan left to right and register that figure first.
A believable, visibly-earned result inside a thumbnail functions as social proof, standing in for a testimonial or credential.
04Example 2: LosingLoonies' Reddit-trading LLM
Pairing an unfamiliar concept with one exaggerated visual lets it read as an intriguing story instead of a technical explainer.
A steep, unmistakable trend line in a thumbnail communicates the outcome before the viewer reads a single word of the title.
05Example 3: Tim Brace's 'There Is No Plan B'
A visibly distressed subject surrounded by scattered, unexplained objects raises a question the title alone doesn't answer, which is what earns the click.
A title's absolute framing, ruling out any hedge or alternative, implies the outcome was forced rather than optional.
06The pattern across all three
Every outperforming video let a viewer state its subject after a single glance at the title, before ever parsing the thumbnail's details.
Every outperforming video avoided the angle already saturating its niche, favoring an idea a viewer hadn't already seen done to death.
07Inside the 1of10 outlier tool
A saved filter combining a 2x-500x views-to-subscriber outlier score, a narrow subscriber range, and a recency window isolates small-channel breakouts worth studying.
Bookmarking outliers into themed folders turns one-off inspiration into a searchable swipe file for future titles and thumbnails.
08Example 4: The CCC Rule conversation video
Naming an unfamiliar method in a title outperforms describing the same advice generically, because novelty implies an unclaimed shortcut.
A title that promises a specific outcome and immediately defuses the reader's self-doubt removes the two biggest objections to clicking at once.
09Example 5: Laura Fryer's dev-count thumbnail
Reducing an argument to two comparable numbers creates a contradiction the viewer has to click to resolve, without needing context about the subject.
A thumbnail can outperform a creator's own subscriber base when the visual poses a genuine puzzle rather than illustrating the topic literally.
10Example 6: Cole Christoffersen's doomscroll video
Stacking familiar objects around a central diagram signals an analytical, evidence-based explanation before the viewer reads the title.
Recording from a visibly upscale setting lends a speaker credibility on a self-improvement topic, independent of anything actually said.
11Proof from his own channel + sign-off
An AI-edited video with zero manual editing time reached 655,000 views and over $2,000 in revenue, reinforcing that the idea and its packaging carried the video, not production time.
Glossary
Terms worth knowing.
1of10
An all-in-one YouTube research tool used to search and filter for outlier videos, ones whose view count far exceeds what their subscriber count would predict, across any niche.
Outlier score
1of10's ratio metric comparing a video's views to its channel's subscriber count, used to flag videos that dramatically overperformed for their size.
Packaging
Shorthand for a video's title and thumbnail combined, treated in the video as the primary lever that decides whether a video gets clicked.
VPH
Views per hour, a rate metric shown in 1of10 that indicates how quickly a video is accumulating views relative to when it was posted.
The CCC Rule
A named conversation-starting method demonstrated in one of the example videos, used here as a case study in how naming a technique beats describing it generically.
“YouTube isn't shadow banning you. YouTube isn't limiting your growth. YouTube doesn't hate you.”
blunt myth-busting thesis, no setup needed→ TikTok hook↗ Tweet quote
02:43
“If you're not getting views at the moment, your packaging probably sucks and your videos are probably not that good.”
direct, confrontational one-liner that states the whole video's argument→ IG reel cold open↗ Tweet quote
15:11
“It's a new method, a new mechanism to do said specific thing... this wouldn't really hit as hard if the headline was just 'how to be more social.'”
clean, quotable copywriting lesson about naming vs. describing→ newsletter pull-quote↗ Tweet quote
The Script
Word for word.
Read-along
Don't just watch it. Burn it in.
See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.
17px
metaphoranalogy
YouTube has literally been my full -time living for about five years now, starting back in 2021. But for some context, I am a guy that runs three YouTube channels. This one, which is at a 1 out of 10 on my latest video.
This channel, which has 5 ,000 subscribers. And my last video has 8 ,000 views. And this is more of like an educational channel.
I make $4 ,600 plus in monthly recurring revenue from this one YouTube channel alone with only 5 ,000 subscribers. And also, my side gaming slash I don't give a shit kind of channel that has 1 .9 million views in the past year.
I made six grand in side money with this channel, and I have little under 10 ,000 subscribers on this channel. Now, all of these videos are like low quality, low edited. didn't really care about retention, didn't really care about stats.
I simply just made content I liked and also made content with killer packaging. For example, this video here, stop being lazy, crazy packaging, 10K, 12K views, literally zero editing. I got AI to edit this video.
These videos here, it's crazy, bro. Like, let me show you this. My most popular video has 655 ,000 views.
I got AI to edit the whole video and basically like every single other video on this channel and this channel, which is like literally my commentary slash podcast channel is all non edited and it's literally just AI editing the video and then having some really cool packaging and. Bang. Having a good idea.
Boom, boom, wham, bam. Thank you, ma 'am. So why the heck am I telling you this?
Well, I actually think every YouTube channel, every video that does well in specific for small. channels with low amounts of subscribers getting more views than subscribers. They all have great packaging and not only packaging, they have really good video ideas.
So I used a tool called one of ten to find these videos right here. And if you don't know what one of ten is, it's basically just a like all in one YouTube tool where you can find. outliers in every single niche.
More on that in a little bit. But what I wanted to do in this video is a tell you that YouTube isn't shadow banning you. YouTube isn't limiting your growth.
YouTube doesn't hate you. It literally is simple, is as simple as this. If you're not getting views at the moment, your packaging probably sucks and your videos are probably not that good.
If you fix both of these things, you will get views. But in today's video, I want to focus on packaging because this is where I feel like everyone messes up on YouTube. Let me tell you this right now.
If you get this figured out, like I'm about to show you with these six videos, getting views is going to be a byproduct. of making content that you really like. So I had freaking lost what I was doing here.
One second. So let's look at some channels that did it really smart. And I want to start in the fitness niche because there is a lot of fitness people that I see in my own paid school community.
CMU, which I'm not going to talk about right now. But I found this one guy. His name is Nick Conte.
Shout out, Nick Conte. If you're watching this video, please send me an email because you are doing some good stuff here. What I wanted to talk about in specific with his video is the fact that he got eighty five thousand views with only two point ninety eight thousand subscribers, which is basically twenty nine twenty nine hundred subscribers.
Let's just say let's just say three K subscribers. Eighty five freaking thousand views. Why did this video?
do so well? Well, not only that the video was actually like really good. I took a little bit of a watch.
The magic is in, you guessed it, the packaging and not only the thumbnail, but it's actually the title. And speaking about the title, I want to talk about that first because the title gives context to the thumbnail. I don't know about you, but I always look at titles before I look at thumbnails for some reason.
Anyways, the title is as simply as this. How to optimize. your insulin to get shredded keyword quick why do you think this title did so well because it is really simple and easy to understand you instantly can read that this is a video about how to optimize your insulin to get shredded quick it's literally in the title like there's no other way to explain this video as simple as this title does now when you see this title you then look at the thumbnail and this is where a lot of people go wrong in terms of the fitness niche from what i've seen people that have literally just started to lose weight for example and they think they should start fitness channels and they think they uh how would i say it are like the best looking person they will make a video like this with the exact same thumbnail and title but the person right here Is not that shredded like they look like they're losing weight, but they're not really shredded.
And this might sound mean for me to say, but it is the truth. A lot of people mix up their titles and thumbnails. The title makes sense, but the thumbnail doesn't make sense in context of the video.
So what I'm trying to say is, first of all. you look at this guy here because he pops out of the thumbnail he's on the left people read from left to right you see this person first most of the time now if this guy wasn't that shredded wasn't that jacked or wasn't that like lean and he was kind of like skinny fat well obviously you wouldn't click the video because there's no sort of social proof when it comes to this thumbnail but the fact that he is literally shredded and like he looks good you want to listen to what he has to say because he has the body that you know the person that would click this video would want now let's look at the thumbnail looking at this thumbnail uh first time around i honestly just saw this and then that and then the arrow i didn't look at the insulin sensitivity and like these little ribbons here uh low high i actually didn't see that at all i just saw the transformation and i thought it was as simple as that and that's why people clicked but obviously there's like some details in this thumbnail that are really really good but as simple as i can explain it this video does so well
for making people instantly understand what the video is about and also getting the viewer that's like scrolling through the home page for example like you know obviously you're just going to be scrolling here and then you find like that one video you instantly trust this guy because he's actually shredded and he's going to teach you how to optimize your insulin to get shredded quick so that is example example number one and there will be a pattern here and you will see this coming soon Now, let's go to this channel right here.
This guy has more subscribers. He has 50 ,000 views or sorry, 50 ,000 subscribers. But this video has 656 ,000 views one month ago.
So this video is real freaking fresh. Let's look at the title using an LLM to trade based on Reddit posts. So for some context, if you guys don't know much about Wall Street best bets, basically Wall Street bets is like.
um a subreddit on reddit that people uh chat and talk about their like crazy stock market trades and a lot of people are like really stupid on wall street bets so if you don't know what an llm is that's basically like an ai so if someone knows what an llm is basically this title is saying using an ai to make trades which is basically like uh investing based on reddit posts so the title makes a ton of sense for people that don't that know about loms and know about trading and also know about wall street bets and then you look at the thumbnail obviously wall street bets but then you see like all these crafts and you're like wondering what's going on and you see this green graph going up right but the most important part is that you see this like super dumb like whoa jack meme so the way i interpreted this thumbnail was someone made a bot to trade based on reddit posts and for some reason it started exploding up and obviously the person that made the bot is like super dumb but it worked so you're like holy crap like
how did this work why did this dude do this and i need to figure out more so you instantly click 650 000 views let's move on this one i'm not going to talk about too much because i don't know how many people are like watching this in the business niche but this guy has 2k subscribers it's got 18 000 views and the title is i locked myself away until i made a hundred thousand dollars and the guy obviously just looks really like stressed out you see like some payment notifications here you see like a computer you see the charger the phone the freaking earbuds everything like you know messy messy room essentially but the beauty about this is just this right here there is no plan b and then the guy looking so stressed out so obviously like it's in the in the caption here there is no plan b and he locked himself away until he made a hundred thousand dollars or a hundred thousand pounds there that that being so It makes you think, like, how long was he in the room for?
And how did he make $100 ,000 doing this? Because there is no plan B, so he must have done it. That's it.
I think this is a really cool thumbnail and title. And it got 18 ,000 views with 2 ,000 subscribers, which is pretty interesting. Now, before we get into the last three of these packaging examples, I want you to think to yourself, why do you think these videos did really well?
And there is a few things that I think. and i want to tell you about basically number one is that you instantly know what it's about okay simple as that one you instantly know what it's about number two is that it makes for a good idea these videos aren't like the cookie cutter video ideas that you've seen time and time again in each respective niche right even if you're not in any of these niches or you don't know anything about these niches you do know for a fact that every niche on youtube there are people that are doing the same exact freaking thing time and time again and it's boring you don't want to watch them and like you're just constantly doom scrolling the youtube home page hoping to find something interesting that's why i personally think these three videos did well and that's why i think these three videos did well especially when it comes to the idea aspect of things so let's get into it and uh let me show you these interesting niches and real quick before we get back into the video i want to tell you more about one of ten i've been using one of ten for fucking years now and i
have found so many ideas and so many titles and so many videos that have popped off for small creators that I have literally used for my own channel to get hundreds of thousands of views. More specifically, this channel that I have recently dropped six months ago, got 278 ,000 views and life has been good. Also with money maxing, which has made me 1 .4 million views, $2 ,800 in ad revenue, and also a crap ton of sales and more channels.
above and beyond but the reason why i want to talk about 110 real quick is simply because i think it's personally the best tool to find videos that have done really well for small channels and you can see exactly why they did so well for these small channels and use them in your own content this is what i do every single day it's how i study packaging and it's how i make videos that get a ton of views just like my last video that has 12 000 views it's a one out of ten and the two out of ten was eleven thousand views the three out of ten was eight thousand views.
And, and yeah, it's, it's just, it's just a good tool. I don't know how to explain this as best as I can, because it fucking is a good tool and is what I use. So for example, um, if you go to the outlier section and you can switch like the filters, I have this little preset that I've saved here called banger virality.
And basically the outlier school score is two X to 500 X subscribers, 900 to a hundred thousand, and then videos from the last six months. And then I just scroll and find things that are really, really cool in terms of packaging. Then when I find something, I just click this little button here, bookmark it into.
any of these folders you can create new folders and you can save a bunch of videos for later so that you can go back to and use as inspiration for your next video me personally i really liked this video here the video game mindset that ends my burnout forever dude has 33 000 subs this video got 70 000 views it's a video that i want to study because obviously something did really well especially this one right here youtube's horrific search terms noah gam 4k subs 110 000 views and the thumbnails actually like insane and it's so simple and it makes sense that why this video got 100 000 views it's something that i may want to use in the future as inspiration for my next pieces of content and also this one i honestly can't stop talking about the packaging that i found but this guy savage speaks 30k subs 1 million views and then the title is you couldn't write a character as insecure as clav i mean that literally and it's like why and it's a one hour long video i want to watch this and i want to study this anyways let's get back to the video so this one is crazy this guy has 1k subscribers let's say 1500 subscribers less than 2k it's got 43 000 views and this is the title exactly how to start a fun conversation with anyone idiot proof how to how to start a fun conversation with anyone idiot proof now
obviously we know why this video did well in terms of the title because a lot of people are socially awkward a lot of people want to start conversations with random people a lot of people want to talk to random people but they're too shy to do so now when you see this title it just shows the dream outcome and then in brackets idiot proof because a lot of people think they're like idiots when it comes to socialization at least for me right so i really like this title because it basically like gives someone a dream outcome and also tells people like yo like you can be an idiot and still do this when we look at the thumbnail obviously it's the same guy talking to different people with a microphone and it's like he's talking to a girl he's talking to some random person and then he's talking to this dude right here and It just makes sense because he's talking to everyone and then you see this title.
Okay, like he seems to have fun conversations with these people. And then you look at the caption, the CCC rule. And basically what this is, is like a new, a new method, a new mechanism to do said specific thing.
So he's basically telling you how to be more social. And then he's showing you a new method that you have not heard of yet. If the headline was like something like how to be more social, like that wouldn't really hit as hard as the CCC rule, because this is new.
This is like, OK, this could work for me. This is something that I feel like people were really interested in, like what actually is the CCC rule. And he has some proof here where he's talking to people.
That's why I think this video did well. This one is. Amazing.
I personally love this a lot, even though this person has more subscribers and this did slightly better than the amount of subscribers she has. But let me explain. It's got 100 ,000 views with 84 ,000 subscribers.
The invisible layers holding games back. So it's something really interesting because you're like, what kind of invisible layers are holding games back? Also, to give you some context, the gaming industry.
Kind of sucks at the moment. Me personally, I didn't really like the GTA 6 trailer in my personal opinion. I thought like it was a bit too overhyped.
It didn't look as good as I thought it would. And the animations were really clunky. But that's a story for another day.
Anyways, you look at the thumbnail and you see old classic Halo 185 devs. Then you see the new Halo 2100 plus devs and you see the girl here. I really like this thumbnail because obviously the new Halo kind of sucks and the old Halo is really good.
And you're wondering, how did the old Halo with only 185 devs do really well? And devs means just like game developers, by the way. How did this game with less devs do really well?
But how did this game with a crap ton of devs did really bad? You want to understand why you click the video and to freaking top it off. This dude has six K subscribers.
This video has 230 ,000 views. The title is you'll never doom scroll again after watching this. We've seen these titles before, but I really like the thumbnail and I really like this format because it's just like the whiteboard, like a crazy bunch of images format.
And he has a bunch of stuff going on. You got the freaking Zen. You got the 48 laws of power.
You got the Apple headphones. You got the neurons activated and you got the freaking brain. You got the I'm not going to say that word.
You got the white monster. What this thumbnail portrays. is he seems like he's going to tell you some crazy uh like analytical over complicated method to never doom scrolling again and he's like it's like science -based because you see all these neurons and stuff and you see all these like simple items and then like this little like image here i don't even know what apex base is like basically speaking it looks like he's going to explain some like really high level concept and you want to figure out why and also when you look at his camera i mean he's in like some like crazy like high -rise apartment he looks like he's rich and he looks like he's like really successful so you'd want a really successful person to tell you how to stop doom scrolling and that's why 230 000 people clicked this video so the lesson here is that you should probably focus more on your ideas than anything.
And once you do have a good idea, you got to figure out the best and most simplest and most easiest way to explain your video's idea. For example, and let me go back to cool indie games. This video.
that i dropped seven months ago eight months ago sorry has 655 000 views this made me over two thousand dollars from a video that i did not even edit i got ai to edit the video for me. The reason why people click the video is because yes, the idea is really good, but the thumbnail portrays the idea really, really well.
Claude AI versus Gemini makes cod zombies from scratch. Very simple. You're basically taking two AIs and they're making a really popular game from scratch.
Then you see. Claude, it's kind of like a crappy version. And then Gemini, a really insane version.
It makes you think, why is Claude so bad and why is Gemini so good? You click the video, you watch the 24 minute long video. I would highly recommend watching this because it was like probably the funnest video that I've ever made in my whole YouTube career.
But that's basically it. Hope you found something valuable from this. And one other thing I want to say is have a beautiful day.
Peace.
The Hook
The bait, then the rug-pull.
He opens by putting his own numbers on the table across three channels, one making over $4,600 a month off just 5,000 subscribers, before pivoting to his real claim: YouTube isn't shadow-banning anyone. When views stall, it's almost always the title and thumbnail.
Frameworks
Named ideas worth stealing.
02:43concept
The Two Levers
Packaging (title + thumbnail)
Video idea (not a cookie-cutter niche rehash)
His stated reason a video does or doesn't get views: it's almost always one of exactly two things, weak packaging or a weak idea, never algorithm suppression.
Steal forauditing any video that underperformed its production quality
12:19concept
1of10 Banger Virality Filter
Outlier score: 2x-500x subscribers
Subscriber range: 900-100,000
Publication window: last 6 months
The exact saved filter preset he uses inside 1of10 to surface small-channel videos that dramatically overperformed their subscriber count.
Steal forbuilding a swipe file of proven titles and thumbnails in any niche
15:11acronym
The CCC Rule
A named, unfamiliar conversation-starting method demonstrated inside one of the example videos, used as a case study for how naming a technique beats describing it generically in a title.
Steal fortitling any how-to video around a distinct, nameable method instead of a generic promise
CTA Breakdown
How they asked for the click.
VERBAL ASK
10:51product
“I've been using one of ten for fucking years now... it's personally the best tool to find videos that have done really well for small channels.”
Soft-pitched mid-video rather than cut to as an ad: he demonstrates the tool live (filters, bookmarking folders) inside the tutorial itself, then backs it with his own results (278K views on one video, 1.4M views and $2,800 ad revenue on this channel). The affiliate link and a second Skool-community link sit only in the description, never spoken as a hard ask.
Add Modern Creator as a preferred source and Google shows you more of our breakdowns in Search, Top Stories, and AI Overviews. It only changes what you see, and you can undo it in your Google settings anytime.
Add to Preferred SourcesOpens your Google source preferences with us pre-loaded. Tick the box and you're done.
A 16-minute screen-recorded tutorial arguing that stealing proven titles and thumbnails beats inventing original ones — demonstrated live inside an outlier-research tool.
Busy Blooming's Tess Barclay maps YouTube's five creator "departments," makes the case for strategic talking to camera, and takes a rapid-fire Q&A on scripting, titles, niching, and getting over on-camera cringe, all with February 2027's doubled monetization bar looming.
Noah Anderson on posting through years of zero views, picturing one viewer instead of a crowd, and why his most vulnerable videos outperformed his most impressive ones.
Jay Clouse sits down with Kallaway, who built the tool Sandcastles after four failed businesses, to map the full research system behind a billion views and a 50% viral hit rate.
YouTube just let viewers type a prompt and generate an entire personalized homepage — and it's quietly becoming a free research tool and a new discovery surface for small creators.
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