# CarouselForge — Product Requirements Document > Fill this in during Phase 0 or as requirements become clearer. ## Overview CarouselForge is an AI-powered carousel automation engine for social media creators and brands. It transforms any input (text, URL, PDF, or topic) into polished, platform-optimized carousel posts, with a Telegram-first approval workflow and a daily auto-research pipeline. ## Target User - Solo creators and small brand teams - Posting 3–7 carousels per week on Instagram, Threads, LinkedIn - Want to automate research and creation, but retain final approval - Primarily mobile-first workflow (Telegram for approvals) ## Core Value Props 1. **Zero-friction creation:** Paste text, URL, or topic → get a ready-to-post carousel in <2 minutes 2. **Telegram-first approvals:** Review and approve from your phone, no web app required 3. **Daily auto-pilot:** Wakes up at 6 AM, researches trending topics in your niche, creates drafts, sends for your approval 4. **Learning loop:** Gets better over time by analyzing what performs best ## Non-Goals (v1) - Multi-user / team collaboration - Custom domain or white-label - Video content - Paid content monetization ## Success Metrics - Time from input to published post: <5 minutes - Daily pipeline: user approves/rejects within 3 hours of morning brief - Engagement: carousels outperform user's pre-tool baseline by 20% within 30 days --- *Last updated: Phase 0*