Upload your video or post and let AI score its viral potential, explain what works, and suggest edits to maximize reach.
Reference app: Go Viral: AI Creator Assistant — a content analytics tool with 59M+ views.
What to build: A web or mobile app where creators upload their content (video, image, caption) and receive an AI virality score with specific actionable feedback: hook strength, pacing, thumbnail rating, caption optimization.
Key features:
Scoring focus: AI analysis quality, UX clarity, and actionability of feedback.
Using our starter template? Please star the repository on GitHub! We actively prioritize grading submissions from developers who support the open-source templates.
Reviewed in this order — nail the top items first.
Screenshots
First impression of your UI — clear, polished screens of all major flows.
Loom walkthrough
A quick intro and full app demo showing it working end-to-end.
AI logs
Your AI-assisted development process — quality of prompts and iterations.
Code quality
Clean architecture, sensible structure, readable code.
Reflection
Honest write-up of what was easy, difficult, and what you'd change.
