Viral Hooks
Trending short videosAI content creation strategy breakdown
A

@angus.sewell

Instagram · Greenscreen Talking Head

@angus.sewell If you want the prompts comment “clip farm” and I’ll send those puppies across #ai #buildwithai #vibecoding #content

View original on Instagram

The edit1 shot · 5 text
Shots Text0:58

Performance

Views
518.2K
Likes
13.2K
Comments
3.8K
Engagement
3.3%
Outlier
30.3×
Length · 8 Sept 2026
0:58

Video #41704 · Greenscreen Talking Head

AI content creation strategy breakdownfrom @angus.sewell

[01]

Overview

The creator breaks down how to replicate an expensive ($700k/month) content clipping strategy using a multi-step AI workflow. He explains how to film content, use AI to generate multiple clips, upload them to TikTok, use another AI agent to scrape performance analytics (specifically retention data), and then use that data to have the AI automatically re-edit and improve the next batch of videos. He concludes by stating this is his personal strategy and offers to share more AI ideas for free.

[02]

Simple outline

  1. 1Identify aspirational goal
  2. 2Reveal a simple system
  3. 3Provide actionable steps
  4. 4Validate with personal proof

[03]

Related videos

[04]

Classification

Concepts
Tutorial / How ToPlaybook
Elements
Green Screen CompositeScreen RecordingScreenshot as EvidenceFollow / Subscribe CTAJump CutTitle Text Hook

[05]

Hook analysis

What stops the scroll in the first 3 seconds

Title hook · 55%

Vibe code a $700k content army

Verbal hook · 30%

Anybody can reverse engineer this clavicular dude's virality.

Visual hook · 15%

A cut-out of the speaker's face is overlaid on a full-body photo of another person, creating an unusual and attention-grabbing visual composition.

[06]

Hook template

Steal this for your own video

Vibe code a [price point] [valuable asset or system]

  • — Vibe code a $50k email marketing machine
  • — Vibe code a $200k lead generation engine
  • — Vibe code a $1M product launch system

[07]

Hook and payoff

The promise the opener makes, and how the video pays it back

Hook

Present a widely recognized, aspirational result (a 'viral success') and pose a direct challenge to the audience, promising that it can be replicated.

Payoff

Reveal that this exact system is the creator's own, using their success as proof of its efficacy, and then offer continued value (more 'secrets') in exchange for audience engagement.

[08]

Narrative framework

The structural pattern this video runs on

Framework

The Reverse-Engineer's Playbook

Demystifying a complex, desirable outcome by revealing a simple, step-by-step, technology-assisted process to achieve it, then validating the process with personal success.

  1. 1

    The Deconstruction of Myth

    Reframe the complex, expensive result not as magic or brute force, but as a simple, understandable system or 'workflow'.

  2. 2

    The Content Generation Engine

    Detail the first phase of the system: capturing raw material and using a specific tool with a precise command to generate the initial batch of assets.

  3. 3

    The Strategic Deployment

    Instruct on a non-obvious but critical step involving where to publish the assets and the importance of a waiting period for data to accumulate.

  4. 4

    The Data Extraction Engine

    Describe the second phase: using a tool with another precise command to automatically scrape and analyze key performance metrics from the published assets.

  5. 5

    The Iterative Improvement Loop

    Explain the final phase: feeding the extracted data back into the system to automatically re-process the raw material and create new, optimized versions of the assets.

Themes

  • Automation
  • Reverse engineering
  • Data-driven content
  • Creator economy

Techniques

  • Step-by-step explanation
  • Visual demonstration
  • Case study

Trends

  • AI in content creation
  • Content clipping
  • Open-sourcing strategies

Post caption

If you want the prompts comment “clip farm” and I’ll send those puppies across #ai #buildwithai #vibecoding #content

Text overlays

  • title · beginning

    Vibe code a $700k content army

  • contextual · beginning

    Clavicular says Kick spent nearly $700,000 promoting his clips in a single month

  • informational · beginning

    Nearly $700,000 Kick-funded - one reported month

  • informational · middle

    One recording. Ten clips.

  • informational · middle

    about 48 hours

Transcript

Anybody can reverse engineer this clavicular dude's virality. Have you ever seen one of these Kick clips? He spends 700 bad on that a month. But his system is just a workflow. Film yourself ripping a podcast. Take the raw footage and put it into an AI video editing software. It doesn't really matter which. Just make sure to connect it to your AI of choice. Give your AI this prompt. We wanted to edit the footage rank create 10 different clips like this. Upload all of them to TikTok, not Instagram. I'll explain why. Wait about 48. Now give your agent this prompt. It's gonna make you log into TikTok, and it will scrape all the analytics of all your videos, especially the retention curve. Now prompt it again, and it will re edit the footage to make new, even better videos best on all that analytics data. This is, like, basically my actual strategy, by the way. Except I don't make long form content. I just, like, rerecord short form videos based on the analytics that I see on TikTok. Because TikTok, unlike Instagram, allows me to scrape retention data. You don't need to build a $700,000 clip farm. Follow your boy instead. Instead. I will keep open sourcing all of my AI ideas for free.