chippyValidate your music discovery app before writing code
Build a working prototype, collect real user interactions, run evals to measure quality, and hand off production-ready specs to engineering.
Think: Spotify, Apple Music, Pandora
Show me today's top music picks
Here's a curated playlist of today's top tracks:
See what's possible
Real prompts, real widgets, real interactions
Show me today's top tracks
Play Neon Dreams
Add to my workout playlist
From prototype to production
Chippy gives you a complete workflow: build, test with real users, measure quality, and hand off to engineering.
Build
Create playlist builders, music discovery flows, and library management—all with interactive widgets that work in ChatGPT.
Collect
Share with stakeholders and real users. Every interaction is logged: what they asked for, what they selected, how they navigated.
Eval
Run evals to measure recommendation quality, response accuracy, and user satisfaction. Score each conversation automatically.
Handoff
Export MCP schemas, conversation logs, and eval results. Engineering gets everything they need to build the real thing.
What you can build
Create fully interactive prototypes that work inside ChatGPT. Real widgets, real data, real user testing.
Conversation Logs
Every user interaction captured and searchable
Usage Analytics
Track patterns, drop-offs, and user behavior
Quality Scores
Run evals to measure and improve accuracy
Export Everything
MCP schemas, specs, and data for engineering
Ready to validate your idea?
Build a working prototype, collect real data, and prove it works—before engineering writes a line of code.
Explore other use cases
Travel & Hospitality
Help users discover flights, book hotels, and plan complete itineraries through natural conversation.
Food & Delivery
Enable users to browse restaurants, customize orders, and track deliveries in real-time.
Real Estate
Let users search properties, view listings on maps, and schedule tours with agents.