Project Summary
StarPlex is an AI-powered platform that helps entrepreneurs instantly validate startup ideas and uncover critical market opportunities. It replaces weeks of manual research with a visual, data-driven interface that answers key questions every founder faces: Is there real market demand? Who are my competitors? Where are my target customers? Which VCs are the best fit? And Who could be an ideal co-founder?
Inspiration
We wanted to make startup validation faster, smarter, and more visual. We are passionate about shipping fast and have value in what we ship, so
What it does
StarPlex automates research on co-demand, competitors, investors, potential co-founders, and customer demographics, presenting results on an interactive globe with heat maps.
How we built it
We used the Perplexity Sonar Pro API for structured reasoning, React and Three.js for visualisation, and Google Trends for demand validation. Used components from 21st.dev, shadcn for clean UI/UX.
Challenges we ran into
- Parsing non-deterministic AI response into consistent and structured outputs
- Dealing with rate limit
Accomplishments that we're proud of
- The ability to orchestrate different API endpoints
- Having every feature for market research that a founder could think of
- Built extensive perplexity integration to have deeper research for each individual data point
- Clean UI/UX displaying complex data in a easy to navigate format
- RAG, context-aware chatbot taking in real-time and updated information
- Interactive and catered map to each idea
What we learned
- How to deal with rate limits
- Developing fast and secure
- Using the perplexity API
- Understand user needs and translate into a working product
What's next for StarPlex
Deploy and prove that there is a need for what we've built!
Built With
- fastapi
- mapbox
- next.js
- perplexity
- python
- react
- serp
- typescript
- webgl
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