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Reverb

🎙️ Turn Your Voice into Content That Echoes Everywhere

Reverb is an AI-powered platform that transforms long-form audio or video content into optimized, platform-specific posts — in seconds. Whether you're a creator, marketer, or thought leader, Reverb helps you repurpose smart, publish fast, and stay consistent across platforms like Twitter/X, LinkedIn, and Reddit.


🚀 How It Works

  1. Upload Your Content

    • Paste a YouTube link or upload a video/audio file.
    • Reverb transcribes the content with high accuracy, capturing tone and nuance.
  2. Analyze Your Style

    • Provide samples of your past writing.
    • Reverb learns your unique voice, tone, and structure to match your style.
  3. Generate Platform-Optimized Content

    • Twitter/X: Hooks, threads, CTAs — written to stop the scroll.
    • LinkedIn: Professional, spaced-out lines tailored to LinkedIn's algorithm.
    • Reddit: Thoughtful conversational posts that prompt engagement.

❓ The Challenge

"I create videos that perform well on YouTube, Instagram, and TikTok — but repurposing them into text-based content for LinkedIn and Twitter/X is time-consuming."
"Each platform has its own format, tone, and algorithmic quirks. Rewriting everything manually is a productivity killer."

Reverb solves that by removing the friction and guesswork from repurposing.


✅ Why Reverb?

  • Reclaim Your Time
    Auto-generate posts from 30-min content in seconds.

  • ✍️ Stay Authentic
    Posts sound like you, not a bot.

  • 📈 Platform Optimization
    Content tailored to each platform’s algorithm and best practices.

  • 📣 Amplify Your Reach
    Maximize your content’s lifespan by publishing across channels effortlessly.


🛠️ Tech Stack

  • Frontend: React, CSS, TypeScript
  • Backend: Python, FastAPI, OpenAI API, Youtube-Transcribe-API, RAG Model

📦 Installation

(Optional — only if you're making it developer-setup ready)

git clone https://github.com/yourusername/reverb.git
cd reverb
npm install
npm run dev

# Reverb 🔊

<p align="center">
  <img src="https://img.shields.io/badge/status-production-green" alt="Status: Production">
  <img src="https://img.shields.io/badge/platform-web-blue" alt="Platform: Web">
</p>

## 📋 Project Overview

Reverb is an AI-powered content repurposing platform that transforms long-form content (YouTube videos, podcasts, blogs) into platform-optimized social media posts. With Reverb, creators can effortlessly generate engaging content for Twitter/X, LinkedIn, and Reddit that maintains their authentic voice and style.

Unlike generic AI tools, Reverb learns your unique tone and writing style from past posts, ensuring all generated content sounds authentically like you—not like AI.

## ✨ Features

- **Content Upload**: Easily upload or link to long-form video/audio content
- **Smart Transcription**: Accurate transcription using OpenAI Whisper
- **Style Analysis**: Extract tone and writing patterns from your past social posts
- **Personalized Generation**: Create content that matches your authentic voice using GPT-4 + ChromaDB RAG
- **Multi-Platform Support**: Generate optimized content for Twitter/X, LinkedIn, and Reddit
- **One-Click Export**: Download or copy your platform-specific content

## 🛠️ Tech Stack

### Frontend
- React.js
- TypeScript
- Tailwind CSS

### Backend
- FastAPI (Python)
- OpenAI API (GPT-4, Whisper)
- ChromaDB (Vector Database for RAG)
- Supabase (Authentication, Database)

## 🚀 Setup Instructions

### Prerequisites
- Node.js (v16+)
- Python (v3.9+)
- OpenAI API key
- Supabase account

### Installation

```bash
# Clone the repository
git clone https://github.com/yourusername/reverb.git
cd reverb

# Frontend setup
cd frontend
npm install
npm start

# Backend setup
cd ../backend
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
pip install -r requirements.txt

# Create .env file with your API keys
cp .env.example .env

# Start the backend server
uvicorn main:app --reload

💡 Example Use Case

Meet Alex, a Tech Content Creator

  1. Before Reverb: Alex spent 2-3 hours after each video manually creating posts for each platform
  2. With Reverb:
    • Alex uploads their latest tech review video
    • Reverb transcribes the content and analyzes past social posts
    • Within minutes, Alex receives:
      • A Twitter thread breaking down key points with engaging hooks
      • A professional LinkedIn post highlighting industry insights
      • A conversational Reddit post that invites community discussion
    • Each post maintains Alex's signature style and technical depth
    • Total time saved: 2+ hours per video

📊 Results

Reverb has been extensively tested with real people:

  • Blind A/B Testing: Conducted with 40 users across 500+ comparisons
  • 80% Preference Rate: Reverb's outputs were preferred 80% of the time over standard ChatGPT outputs
  • Voice Authenticity: Users consistently reported that Reverb's content accurately captured their unique voice and style

🔮 What's Next

  • Audio-First Support: Enhanced podcast and audio content processing
  • Custom Templates: User-defined content templates for specialized use cases
  • Analytics Dashboard: Track performance of Reverb-generated content
  • API Access: Enable integration with other creator tools and workflows
  • Multi-Language Support: Expand beyond English to support global creators

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