Scrapes Amazon and Walmart reviews, generates editable scripts, and automates content creation with AI.
Plan Post Studio is a full-stack web platform that transforms authentic product reviews into engaging, ready-to-share content. Currently supporting Amazon and Walmart, it can scrape product reviews directly from these platforms, analyze them, and structure the information into scene-based scripts. Users can then refine scripts, add their own insights, and optionally convert them into product review videos optimized for platforms like YouTube Shorts, Instagram Reels, Amazon etc. The platform’s unique strength lies in combining automation, AI assistance, and manual editing flexibility—empowering creators and brands to produce content faster without sacrificing quality. Our backend, frontend, and deployment pipeline were designed for scalability, speed, and continuous improvement using modern cloud tools and CI/CD automation.
Frontend : React + TypeScript for a responsive, type-safe UI
Backend & Storage : Supabase for authentication, database, and media storage
Data Scraping & Parsing : Amazon & Walmart review scraping with automated parsing
AI Assistants : Scene-based script generation and review summarization
Payments & Subscriptions : Stripe for recurring billing and one-time payments
Serverless Logic : Supabase Edge Functions for scalable backend operations
Real-Time Data Management : Supabase realtime for realtime data management and TanStack Query for instant data synchronization
Deployment & Automation : GitHub + CI/CD pipelines for smooth rollouts
Project Management : Integrated with Linear (client-provided) for task tracking
Amazon & Walmart Review Scraping: Automatically collects and processes product reviews for script generation.
Scene-Based Script Editing: Modify individual sections without regenerating the whole script.
AI-Assisted Content Generation: Suggests structured, engaging, platform-specific scripts from real customer reviews.
Subscription & Payment Integration: Secure Stripe billing for users.
Cloud-Based Storage: Secure media and data handling via Supabase.
CI/CD Automation: Cut delays with instant setup for testing via GitHub Actions + Supabase.
Plan Post Studio turned product reviews from Amazon and Walmart into ready–to–publish content in minutes. The automation and AI flexibility have transformed our workflow.
