YouTube & AI inspiration, tools, insights and strategy based in real data. Follow @TubeLabNiches (by @antoniojmps)
Joined April 2023
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TubeLab - YouTube Strategy retweeted
this is the most BROKEN github repo for youtubers right now
youtube agencies charge thousands a month for strategists, researchers, scriptwriters and thumbnail designers. TubeLab just replaced the whole floor with 6 AI agents that dig through millions of videos and hundreds of thousands of channels before you film a single thing, and open sourced it
it's called youtube-research-skills. 6 agents, 15 skills, and it works in Claude, ChatGPT, Codex, Cursor, Gemini CLI and Grok
first understand how it works:
> a niche scout finds breakout channels and cash cows, then turns them into 10 niche ideas
> a validator scores your top 3 on market size, saturation and profit, then says go or no-go
> a trend analyst pulls what's winning right now and the hooks word for word
> a script analyst breaks the top videos down beat by beat
> a packaging team writes titles, then thumbnails, off what's already getting clicked
> a monetization team shows what channels like yours sell and who sponsors them
> it's a full youtube agency. it just runs on your laptop
here is how to run it yourself:
1. open Claude Code and ask it to install github.com/TubeLabHQ/youtube…
2. connect TubeLab. no API key, you just log in
3. type "find me unsaturated faceless niche ideas with real money in them"
4. watch the niche scout pull breakout channels and cash cows live. like a format? have it bend that format into a new market
5. hand your top 3 to the validator. this is where the money is. check who's breaking in. if channels that started this year are already pulling views, the door is still open
6. pull a trend report. if a 4k sub channel did 50x its average, ask yourself why
7. run the script breakdown on the top video. keep the structure, write your own script
8. or skip all of it and type "run the whole agency for me". it goes from a blank page to your first video and a monetization plan
i won't say anything more:
i found a github repo that turns claude into a full youtube agency
niche scouts, validators, trend analysts, script analysts, packaging, monetization
the 6 core roles run as their own agents and one prompt runs all of them, from a blank page to your first video and a monetization plan
15 skills, open source
1. niche scout (3 skills)
niche finder, niche bending, weekly niche watchlist
2. validator (1)
scores up to 3 niches on market size, saturation and profit, then says go or no-go
3. trend analyst (1)
what's winning right now, hooks word for word
4. script analyst (1)
top videos broken down beat by beat
5. packaging team (2)
title formulas, thumbnail concepts
6. monetization team (2)
what to sell, who sponsors channels like yours, which channels a brand should sponsor
7. channel strategist (2)
channel analysis, competitor research
8. audience researcher (1)
comment mining
9. ideas (1)
ranked video ideas for your channel
what i like about this approach is the framing
instead of one big prompt trying to "grow your channel", you structure it like an agency. every role has one job and hands off to the next
and it ranks by outlier, not views. a 50k video on a channel that usually gets 5k tells you more than 2M views on a giant
every number links back to a real video. nothing made up
im curious how far a brand new faceless channel gets running only on this (do your own research)
github.com/TubeLabHQ/youtube…
will share what i find in public
the creators who win the next 5 years are the ones tinkering with stuff like this right now
How to use it:
1) Ask Claude Code to install github.com/TubeLabHQ/youtube…
2) Log in to TubeLab
3) Ask it: "What can you do with these skills?"
Also works with Grok Bot, Codex, cursor, etc.
github.com/TubeLabHQ/youtube…
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TubeLab - YouTube Strategy retweeted
STOP WRITING BAD YOUTUBE TITLES
Here's 50 Viral Title Formulas You Can Copy
Bookmark this.
1. What Happens to Your [X] When You [Y] for [Z]
2. [X], But I Don't Waste Your Time
3. The [X] Mystery, Finally Solved After [Y] Years
4. The Dark Side of [X], Explained
5. What "[X]" Means in [Y]
6. A Conversation with [X]
7. [X] Takes On the [Y] in [Z]
8. How Did He [X] That?
9. The Hard Truth About [X]
10. Which [X] Is the Most [Y]?
11. Where Is [X] Now?
12. What If [X] Saved [Y]?
13. Inside the Massive [X]
14. The Most FEARED [X] in [Y] History
15. How to Make [X] Using [Y] and [Z]
16. [X] Full Course with [Y]
17. I Replaced [X] With These [Y]
18. You Should [X] Your [Y]
19. How I BROKE [X]
20. [X] Mistakes That [Y] Make
21. Don't Buy a [X]
22. Stop Wasting $$$ on [X]
23. The [X] Vanished in [Y]
24. The Side of [X] NOBODY Talks About
25. How to Live on [X]
26. Introducing the New [X]
27. Can [X] Stop a [Y]?
28. The Psychology of [X]
29. I Spent a Day in [X]
30. The [X] Became an [Y]
31. [X] That Make You Look [Y]
32. I STOPPED Buying [X]
33. The [X] Who Died in [Y]
34. [X]: You Are Here
35. Watch Out for [X]
36. America Had No [X] Until [Y]
37. This [X] Will Shock You
38. The True Story of [X]
39. How to Improve [X] & [Y]
40. Why Looking [X] Is Important
41. The Untold History of [X]
42. Man Transforms a [X]
43. The [X] Were Never Who We Thought
44. [X] Hacks & Ideas
45. Every [X] Needs a [Y]
46. Why [X] Is Sitting on the Most Valuable [Y] in Human History
47. [X] Is What [Y] Warned Us About
48. [X] + [Y] = $[Z] (I Show Everything)
49. Building My Dream [X] in [Y]
50. A [X] Bought [Y] for $[Z]
STOP WRITING BAD YOUTUBE TITLES
Here's 50 Viral Title Formulas You Can Copy
Bookmark this.
1. What Happens to Your [X] When You [Y] for [Z]
2. [X], But I Don't Waste Your Time
3. The [X] Mystery, Finally Solved After [Y] Years
4. The Dark Side of [X], Explained
5. What "[X]" Means in [Y]
6. A Conversation with [X]
7. [X] Takes On the [Y] in [Z]
8. How Did He [X] That?
9. The Hard Truth About [X]
10. Which [X] Is the Most [Y]?
11. Where Is [X] Now?
12. What If [X] Saved [Y]?
13. Inside the Massive [X]
14. The Most FEARED [X] in [Y] History
15. How to Make [X] Using [Y] and [Z]
16. [X] Full Course with [Y]
17. I Replaced [X] With These [Y]
18. You Should [X] Your [Y]
19. How I BROKE [X]
20. [X] Mistakes That [Y] Make
21. Don't Buy a [X]
22. Stop Wasting $$$ on [X]
23. The [X] Vanished in [Y]
24. The Side of [X] NOBODY Talks About
25. How to Live on [X]
26. Introducing the New [X]
27. Can [X] Stop a [Y]?
28. The Psychology of [X]
29. I Spent a Day in [X]
30. The [X] Became an [Y]
31. [X] That Make You Look [Y]
32. I STOPPED Buying [X]
33. The [X] Who Died in [Y]
34. [X]: You Are Here
35. Watch Out for [X]
36. America Had No [X] Until [Y]
37. This [X] Will Shock You
38. The True Story of [X]
39. How to Improve [X] & [Y]
40. Why Looking [X] Is Important
41. The Untold History of [X]
42. Man Transforms a [X]
43. The [X] Were Never Who We Thought
44. [X] Hacks & Ideas
45. Every [X] Needs a [Y]
46. Why [X] Is Sitting on the Most Valuable [Y] in Human History
47. [X] Is What [Y] Warned Us About
48. [X] + [Y] = $[Z] (I Show Everything)
49. Building My Dream [X] in [Y]
50. A [X] Bought [Y] for $[Z]
I found these with the TubeLab MCP on Claude, starting with one line:
"check tubelab for the trending formats, i need the best 50 right now"
Claude pulled hundreds of formulas, ranked them by outlier score, and cut the niche-specific ones.
Want the example videos behind each one? Follow us :)
tubelab.net/
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TubeLab - YouTube Strategy retweeted
happened again.
don’t copy outliers. get copied.
xitter.gq/JacobRBryant1/status/2…
TubeLab - YouTube Strategy retweeted
this is how you turn your youtube channel into a real business
if you depend on adsense money, you're not gonna make it...
here's what you should be doing:
1) get away from the algorithm trap by capturing your audience.
get them into a private community or acquire their email via a newsletter, now YOU control the channel, not the algorithm
2) convert your viewers to clients
your videos are valuable to them, what could be even more valuable? figure out products, courses, or affiliate partnerships that make you more valuable, in return they'll pay you money and become YOUR clients
this only works IF you're in a top tier niche, for that the audience must:
• be from high income regions
• have high buyer intent
don't have a niche that has these? use TubeLab MCP and tell claude to find you niches from high value audiences with high buyer intent that have a monetization gap.
this is how you turn your youtube channel into a real business
if you depend on adsense money, you're not gonna make it...
here's what you should be doing:
1) get away from the algorithm trap by capturing your audience.
get them into a private community or acquire their email via a newsletter, now YOU control the channel, not the algorithm
2) convert your viewers to clients
your videos are valuable to them, what could be even more valuable? figure out products, courses, or affiliate partnerships that make you more valuable, in return they'll pay you money and become YOUR clients
this only works IF you're in a top tier niche, for that the audience must:
• be from high income regions
• have high buyer intent
don't have a niche that has these? use TubeLab MCP and tell claude to find you niches from high value audiences with high buyer intent that have a monetization gap.
TubeLab - YouTube Strategy retweeted
All you need is a viral idea from a small channel.
Stop overcomplicating ideation.
while everyone builds opus 5.5 pipelines, Steve hosts his own food channel.
no ai slop
he picked one title and stuck with it:
The Deadliest [X] Ever Sold
almost 3M views with just 3 videos in less than 2 weeks
happened again.
don’t copy outliers. get copied.
xitter.gq/JacobRBryant1/status/2…
how this packaging was actually made:
youtube is pattern recognition.
research enough videos and you start seeing what works everywhere.
i saw this composition from Pexto ~2 years ago and remembered it.
when we had a video where it fit, we used it.
so don’t copy. study what works and save it.
eventually you’ll have the right video for it.
that’s how you become the outlier.
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spot the working pattersn with the biggest library of outliers in the world.
tubelab.net/youtube-outliers…
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