G
GTM Vault
Browse
  • Dashboard
    • Automations
    • Skills
    • Prompts
    • Makers
  • Sign in
Loading setup wizard...
Back to Transform long videos into viral shorts with AI and schedule to social media using Whisper & Gemini

Set Up: Transform long videos into viral shorts with AI and schedule to social media using Whisper & Gemini

This workflow uses OpenAI Whisper to transcribe long videos and Google Gemini to identify 3-6 engaging segments. It then cuts and crops the clips using GPU-accelerated processing and schedules them to post one per day across social media platforms.

What This Automation Does
1

Upload and extract audio from long video

Submit your long video through a form and extract the audio track using FFmpeg for accurate transcription processing.

2

Transcribe video with word-level timestamps

Use OpenAI Whisper to generate a complete transcript with precise word-level timestamps for accurate clip cutting.

3

Identify viral moments using AI

Google Gemini analyzes the transcript to detect 3-6 high-engagement segments and generates titles and descriptions for each clip.

4

Cut and crop clips for social platforms

GPU-accelerated FFmpeg processing creates clean clips respecting original resolution and cropping appropriately for each platform.

5

Schedule clips across social media

Automatically schedule one clip per day on consecutive days to TikTok, Instagram Reels, and YouTube Shorts at your preferred time.

Prerequisites

  • OpenAI API key for Whisper transcription
  • Google Gemini API credentials
  • Upload-Post account with API token
  • Connected TikTok, Instagram, and YouTube accounts
  • Long video content ready for processing

Services Used

Http RequestUpload PostLm Chat Google GeminiHttp Request

Services with alternatives — you can swap them in the next step.