AI Social Media Content Factory (Reddit-to-Video Pipeline)
Automated workflow that scrapes viral Reddit posts, converts them into short-form videos using AI video generation, and posts them to social media to build follower networks that drive app downloads.
01 THE IDEA
This workflow automates the entire short-form content creation process: scrape trending Reddit posts via Airtable, run qualitative analysis to filter for relevance, generate 60-second videos using VO3 or Runway ML, stitch them together with Creatomate, and auto-post to social platforms. The goal is to build a network of niche social accounts with large followings that can be used to funnel traffic to any product being built.
The business opportunity is to offer this as a managed service or SaaS tool to indie hackers, vibe coders, and small startup teams who need distribution but lack the time or skills to produce content manually. A single operator could manage dozens of themed accounts across TikTok, Instagram Reels, and YouTube Shorts, monetizing through affiliate links, product promotion, or charging clients for the service.
02 THE NUMBERS
$18K – $85K
$2K + 40h
$800 + 20h
8/10
67 · SATURATED →
No-code automation (n8n, Gum Loop), Prompt engineering, Social media strategy, Basic API integration
03 THE VERDICT
The workflow is real and proven, but the space is already crowded with tools like AutoShorts.ai doing exactly this. The moat is thin unless you build a large enough account network first. Best as a proprietary distribution channel for your own products rather than a standalone agency business.
ALREADY BUILT — BY THE COMMUNITY
I BUILT THIS →Nobody has claimed this one yet. Shipped it? Tell the story — every submission is hand-reviewed, and approved builds get listed right here with a link to your product.
04 THE FIELD
- Opus Clipest. 2022GROWING · ADDED 2026-06-07
CATEGORY LEADER IN AI CLIP GENERATION
Automatically repurposes long-form video into viral short clips with AI captions and scoring.
- Pictoryest. 2021STEADY · ADDED 2026-06-07
MID-TIER PLAYER IN TEXT-TO-VIDEO
Turns blog posts and scripts into short branded videos with stock footage.
- Runway MLest. 2018GROWING · ADDED 2026-06-07
LEADING AI VIDEO GENERATION PLATFORM
Professional AI video generation tool used as a component in this workflow rather than a direct competitor.