Reels Analyzer — AI Video Analysis
AI tool that analyzes short-form videos: extracts frames and audio with FFmpeg and uses OpenAI to generate insights, summaries and content suggestions.
Overview
Reels Analyzer turns raw short-form video into actionable, AI-generated insight. On upload, a Next.js API processes the file server-side with fluent-ffmpeg (frame extraction and audio handling) and Sharp (image processing), then sends the extracted signals to OpenAI to analyze content, pacing and hooks — returning structured summaries and concrete suggestions to improve engagement. Built for creators who want data, not guesswork, on their reels.
Outcomes
- FFmpeg extracts frames and audio server-side, feeding structured signals to the AI layer
- Returns hook detection, pacing analysis and concrete engagement suggestions
Key Features
- Video upload with a server-side processing pipeline
- Frame extraction & audio handling via fluent-ffmpeg
- Image processing with Sharp
- AI content analysis using OpenAI
- Automated summaries, hook detection & content suggestions
- Clean, responsive Next.js UI
Role
Full-Stack & AI Developer
Challenge
Turn raw video into actionable, AI-generated content insights in the browser.
Solution
Pipelined FFmpeg media processing into OpenAI analysis behind a Next.js API, returning structured insights to a responsive UI.