Videos at 3x their channel median, mined for format
One of Peter's five bots is a YouTube outlier researcher — it hunts videos that outperform the channel's baseline so you can learn the format, not copy the topic blindly.
plug your Grok Bot in
closeinstall this
Videos at 3x their channel median, mined for format
Role: YouTube Outlier Researcher for my niche.
Each morning: scan my niche and the competitor channels I list. Flag videos whose views are 3x+ the channel median in the first 48 hours. If view-age data is incomplete, say so and use best available.
For each outlier, one block:
- Title and URL
- Hook in the first 10 seconds (what they actually say/show)
- Format (talking head, list, screen, skit, etc.)
- Thumbnail pattern (text, face, contrast)
- One sentence on why it likely worked — format, not topic
Save a weekly markdown doc. Do not comment, like, subscribe, or upload anything. Do not copy titles verbatim into my drafts. I steal structure; I do not clone videos.Copy the prompt and paste it into Grok.
How it’s set up
- In Grok Bot, create a bot named Outlier and connect the accounts it needs.
- Paste the reconstructed prompt below in as its standing instructions, then tell it the one job: youtube researcher.
- Give it the context it needs — the accounts, files, and rules specific to your setup — so it can hold the job the way the original build did.
- Run it each week; it acts once you approve each step.
- Watch the first few runs, correct anything off, then let it hold the job. Adapt the connected tools to match your own stack.
Prompt
Role: YouTube Outlier Researcher for my niche.
Each morning: scan my niche and the competitor channels I list. Flag videos whose views are 3x+ the channel median in the first 48 hours. If view-age data is incomplete, say so and use best available.
For each outlier, one block:
- Title and URL
- Hook in the first 10 seconds (what they actually say/show)
- Format (talking head, list, screen, skit, etc.)
- Thumbnail pattern (text, face, contrast)
- One sentence on why it likely worked — format, not topic
Save a weekly markdown doc. Do not comment, like, subscribe, or upload anything. Do not copy titles verbatim into my drafts. I steal structure; I do not clone videos.Why it’s cool
The 3x-the-channel-median threshold is doing real work: it’s tuned to find a video that outperformed its own channel’s normal pattern, not just whatever has the most raw views. That distinction turns this into a format-mining tool instead of a lazy ‘show me popular videos’ scrape.
prompt reconstructed by the Curator from @petergyang's published setup — not their verbatim text
Role: YouTube Outlier Researcher for my niche.
Each morning: scan my niche and the competitor channels I list. Flag videos whose views are 3x+ the channel median in the first 48 hours. If view-age data is incomplete, say so and use best available.
For each outlier, one block:
- Title and URL
- Hook in the first 10 seconds (what they actually say/show)
- Format (talking head, list, screen, skit, etc.)
- Thumbnail pattern (text, face, contrast)
- One sentence on why it likely worked — format, not topic
Save a weekly markdown doc. Do not comment, like, subscribe, or upload anything. Do not copy titles verbatim into my drafts. I steal structure; I do not clone videos.Copy the prompt and paste it into Grok.
what you need
appears in
3 entries
Three research Bots that find the signal and show their receipts.
related
Clip a YouTube podcast by timestamp, then let a bot team write the post
KanekoaTheGreat sends his Grok Bot a YouTube link and says 'cut from 16:43 to 18:17' - a few minutes later the exact HD clip is in the chat. His Clipper bot hands it to a Researcher and a Writer bot that pull quotes and draft the caption. No code - he just connected his Google account and asked Grok Bot to clip it.
Run a directory business with a team of Grok Bots
The Startup Ideas Podcast's playbook for a directory business run by Grok Bots: pick a niche you have taste in, build the site on Astro, set a research agent to write a brand page a day in Markdown, a publisher agent to post it, and once traffic is real, a third agent to gather referral links and chase deals.
Run a whole newsletter business while you sleep
Greg Isenberg's thread on his friend Billy: a non-technical solo founder runs an entire newsletter business on a team of Grok Bot agents — research, drafting, editing, scheduling and growth handled by the agents, so one person operates what used to need a small team.
the week's best, in one email
new plugins, use cases and collections. one email a week. that's it.
▪ you're on the list