The argument in one line.
Viral short-form video can be produced at scale by reverse-engineering a top-performing competitor video with AI, cloning its structure for your niche in ChatGPT, and rendering the finished product in InVideo without a camera or editor.
Read if. Skip if.
- A solo entrepreneur or small business owner posting Reels, Shorts, or TikToks who wants to increase output without spending more time on production.
- Someone already using ChatGPT who wants to extend it into a full video-creation pipeline.
- A content creator who wants data-backed reference material before writing a script, rather than guessing what works.
- Anyone curious whether fully AI-generated short-form video using InVideo and ElevenLabs voice cloning can produce publishable content without appearing on camera.
- You already have a production team and your bottleneck is strategy, not volume.
- You are building a face-forward personal brand where authentic presence is the product.
- You are brand-new to content creation and have not yet defined your target audience, since step one depends on that clarity.
The full version, fast.
The more you post the more you grow but posting quality content at volume is the hard constraint for most solo operators. This tutorial solves it with five tools in sequence: SortFeed surfaces a reference creator's most-viewed content, ScreenApp.io runs a multimodal analysis that reads cuts and pacing not just words, ChatGPT converts that analysis into a shot-by-shot outline for your niche, and InVideo renders a finished video using AI B-roll and optional voice cloning. ElevenLabs is recommended as a better TTS layer. The first run takes hours; once the analysis exists, all future runs jump straight to step four.
Chat with this breakdown.
Modern Creator members can chat with any breakdown — ask for the hook, quote a framework, find the exact transcript moment. Unlocks at T2: refer 3 friends + add your own API key.
Create a free account →Where the time goes.

01 · Hook & Premise
Universal positioning claim, algorithm truth, five-step teaser for solo entrepreneurs and busy business owners.

02 · Step 1 - Build Your Creator List
Find 5-10 creators whose audience overlaps yours. Audience overlap beats niche overlap. Use ChatGPT for audience analysis if stuck.

03 · Step 2 - SortFeed Chrome Plugin
Install SortFeed to sort Instagram reels by views. TikTok and YouTube have native sort-by-popular.

04 · Step 3 - ScreenApp.io Analysis
Paste a viral video link into ScreenApp.io with a 7-part prompt covering hook, visuals, audio, pacing, emotion, rewatchability, and viral summary.

05 · Optional Exit Point
You can stop at the analysis and use it as a springboard to write your own script. AI generation is optional.

06 · Sponsor - HighLevel
30-day free trial pitch for HighLevel, an all-in-one business backend.

07 · Step 4 - ChatGPT Script Generation
Paste ScreenApp analysis into ChatGPT with a specific outline prompt: hook text, shot-by-shot breakdown, on-screen text, voiceover script, retention notes.

08 · Step 5 - InVideo + ElevenLabs
Drop ChatGPT output into InVideo for text-to-video generation. Use ElevenLabs for better TTS/voice cloning quality.

09 · Speed & Reuse
First run takes time; after that, skip to step 4 and generate unlimited variations.

10 · CTA
80% of weekly viewers stat, subscribe and thumbs-up ask.
Lines worth screenshotting.
- The more you post the more you grow but only if you are not sacrificing quality or burning yourself out in the process.
- Audience overlap matters more than niche overlap when picking reference creators: a creator your audience already watches is more useful than one in your category.
- ScreenApp.io analyzes cuts, pacing, and visual elements not just spoken words, making it fundamentally different from a standard transcription tool.
- The 7-part ScreenApp prompt produces a structured breakdown that functions as direct input for the ChatGPT outline step with no reformatting required.
- After one full pipeline run you can skip steps one through three entirely and generate unlimited script variations from a single stored analysis.
- InVideo can clone your voice from a sample so the AI-generated narration sounds like you without recording a single line.
- ElevenLabs produces more natural-sounding voiceovers than InVideo's built-in TTS and is recommended as a drop-in replacement for the audio layer.
- AI-generated video output from InVideo should be treated as a rough cut requiring prompting and refinement, not a finished product on first generation.
One analysis powers infinite short-form variations.
The heaviest part of the AI content pipeline, finding a winning reference video and extracting its structure, only needs to happen once.
- Reverse-engineering a high-performing video means analyzing cuts, pacing, and visual rhythm not just the script; tools that read only words miss most of what made the video work.
- Audience overlap not niche overlap is the right filter when choosing reference creators: a creator your audience already watches is more useful than one in your category.
- The ScreenApp analysis becomes a reusable prompt asset; feed it to ChatGPT with different niches or topics to generate many outlines from a single research pass.
- AI-generated video through InVideo should be treated as a rough cut that needs prompting and refinement, not a finished product on first generation.
- The fastest path after the first full setup is jumping directly to step four and generating new script variations without repeating the research phase.
Terms worth knowing.
- SortFeed
- A Google Chrome extension that lets you pull up any Instagram account and sort their Reels by views, likes, or comments, a capability Instagram does not expose natively.
- ScreenApp.io
- An AI video analysis tool that goes beyond transcription by examining cuts, visual elements, camera movement, and pacing to explain why a video performs well.
- InVideo
- A text-to-video AI tool that generates short-form video from a written outline, sourcing royalty-free B-roll, creating voiceovers with built-in narrators, or cloning a user's voice.
- ElevenLabs
- A voice AI platform specializing in highly realistic text-to-speech and voice cloning, commonly used as a higher-quality alternative to built-in TTS inside video generation tools.
- Pattern interrupt
- An abrupt change in pacing, camera angle, sound, or visual during a video that resets viewer attention and reduces drop-off.
- Multimodal analysis
- AI analysis that processes multiple types of input simultaneously; in this context both the audio content and the visual frame data of a video.
Things they pointed at.
Lines you could clip.
“This analysis that ScreenApp IO created is basically instructions. It's the recipe for a viral video.”
“I do not care what niche you're in or what platform you are on.”
“You don't need to do steps one through five every single time.”
Word for word.
The bait, then the rug-pull.
The promise is sweeping and deliberate: niche does not matter, platform does not matter. What matters is a five-step pipeline most creators have never assembled, one that converts a competitor's best-performing video into a finished short-form production without a camera, an editor, or a script written from scratch.
Named ideas worth stealing.
The 5-Step Viral AI Pipeline
- Build a list of 5-10 reference creators with audience overlap
- Use SortFeed or native sort to find their most-viewed content
- Run ScreenApp.io multimodal analysis with the 7-part prompt
- Feed analysis into ChatGPT with the outline prompt to generate a niche-specific script
- Drop ChatGPT output into InVideo plus ElevenLabs to produce the finished video
A repeatable pipeline for converting a competitor's top-performing video into publishable AI-generated short-form content for any niche.
The 7-Part ScreenApp.io Prompt
- Hook (first 3 seconds)
- Visual techniques
- Audio choices
- Pacing & editing
- Emotional drivers
- Rewatchability triggers
- Viral summary - top 5 reasons
A structured multimodal analysis prompt that extracts the underlying recipe of a viral video without summarizing its plot.
How they asked for the click.
“over 80% of our weekly viewers are not subscribed to the channel”
Effective - the 80% stat reframes the ask as a factual correction rather than a generic plea.






































































