@angus.sewell
Instagram · Greenscreen Talking Head
@angus.sewell Per usual, comment “learning” and I’ll send you this learning skill system #ai #selflearning #agenticai #aitools
Trending short videosUse AI scraping to learn
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Performance
- Views
- 125.9K
- Likes
- 4.6K
- Comments
- 1.8K
- Engagement
- 5.1%
- Outlier
- 4.3×
- Length · 17 Jun 2026
- 1:02
Video #34094 · Greenscreen Talking Head
Use AI scraping to learnfrom @angus.sewell
[01]
Overview
The creator explains a step-by-step system for using AI and web scraping tools to rapidly learn any new skill or field. He walks through selecting a scraper, connecting it to an AI agent, using a specific prompt to analyze top and bottom performers in a niche, and then feeding the resulting data into NotebookLM to create various learning materials.
[02]
Simple outline
- 1Promise an impossible shortcut
- 2Reveal a secret system
- 3Showcase the powerful output
- 4Validate with personal experience
[03]
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Classification
Format
Concepts
Elements
Account
[05]
Hook analysis
What stops the scroll in the first 3 seconds
Title hook · 55%
Stop practicing. Start scraping.
Verbal hook · 40%
Anybody can clone, like, ten years of experience now.
Visual hook · 5%
An extreme close-up shot of the creator's face, speaking with high energy and expressive facial movements directly to the camera.
[06]
Hook template
Steal this for your own video
Stop . Start .
- — Stop taking courses. Start reverse-engineering.
- — Stop reading cookbooks. Start dissecting menus.
- — Stop shadowing doctors. Start mining case studies.
[07]
Hook and payoff
The promise the opener makes, and how the video pays it back
Hook
A bold, counter-intuitive statement that promises to shortcut a long and difficult process ('clone 10 years of experience'), immediately establishing high value and curiosity.
Payoff
Reveal the final, multi-format, personalized output (the learning menu) that directly fulfills the initial promise. This is followed by a strong personal endorsement from the creator, validating the system's effectiveness and concluding with a call to action to learn more.
[08]
Narrative framework
The structural pattern this video runs on
Framework
The Secret System Reveal
Presenting a complex, multi-tool process as a simple, step-by-step 'secret' for achieving an aspirational goal at an accelerated pace, transforming a novice into an expert.
- 1
The Aspirational Mirror
Directly address the viewer, defining a relatable, ambitious goal they have while simultaneously highlighting their current state of incompetence or lack of knowledge ('you have no idea what you're doing'). This creates a problem that the rest of the video will solve.
- 2
The First Component
Introduce the first tool or step in the system (the scraper). Frame it as the accessible entry point to the solution.
- 3
The System Integration
Show how the first component connects to a second, more powerful component (the AI agent), forming an integrated system. This elevates the solution from a simple tool to a sophisticated process.
- 4
The Activation Command
Reveal the specific input, prompt, or 'magic words' required to activate the system. This makes the complex process feel accessible and controllable.
- 5
The Automated Process Visualization
Abstractly illustrate the complex 'black box' operations of the system (the orchestrator and sub-agents). This builds perceived value and power without getting bogged down in technical details.
- 6
The Raw Insight
Display the first tangible output from the system—the raw data, analysis, or pattern report. This serves as the first proof that the system works.
- 7
The Refinement Engine
Introduce a final tool or step (NotebookLM) that takes the raw output and transforms it into a polished, highly usable final product.
Themes
Techniques
Trends
Post caption
Per usual, comment “learning” and I’ll send you this learning skill system #ai #selflearning #agenticai #aitools
Text overlays
title · beginning
Stop practicing. Start scraping.
title · middle
THE SCRAPER STACK
informational · middle
Point AI at any field. These pull the data.
title · middle
THE CONNECTION
informational · middle
Plug a scraper into your AI agent
title · middle
PROMPT TEMPLATE • THE LEARNING SKILL
informational · middle
Point [my scraping tool] at the top and bottom of [my niche]. Pull the [top 50] and the [bottom 50]. Read all of them and tell me: what does the top 10% do that the bottom 10% never do? Give me the specific, repeatable pattern, not vibes.
title · middle
THE LEARNING SKILL ONE AGENT, MANY SUB-AGENTS, BUILD IT YOURSELF
title · middle
THE PATTERN REPORT
informational · middle
What the top 10% do that the bottom never do
title · middle
STEP TWO
informational · middle
Dump the whole field into NotebookLM
title · middle
One source. Every way to learn.
Transcript
Anybody can clone, like, ten years of experience now. This is you. Maybe you're trying to become a LinkedIn influencer. Maybe you're trying to build the number one wellness retreat in Virginia. Either way, you have no idea what you're doing. So you install one of these scraping tools. What is this for? Hold on there, my friend. You connect your AI agent to this scraper. You give your AI a prompt like this. Your AI spawns a bunch of sub agents to analyze the living shit out of every LinkedIn post better. Or at least the top worst in your need. Certain sub agents will look at the title better. Sub agents will look at the first sentence. Or it could be scraping landing pages. Or like Airbnb listings in your market. Whatever you wanna learn about. Your AI is going to output a bunch of different findings. So you take those findings and you put it in no l m. Have notebook l m make you a bunch of things that you can learn from. From. I personally love the audio overview. I best a lot of AI bullshit in my day. The number one way that AI has helped me has been learning shit. Hands the fuck down. I am continuing to test ways to learn things better, but with AI. No follow along.