Looking for Beta Testers: Explore U.S. Census & ACS Data with AI (No Code Required)

Hi Product Hunt! 👋

I’m Adelle, co-founder of Cambium AI — we’re building a tool that makes it easy to explore U.S. Census, American Community Survey data, and other public datasets using natural language + LLMs.

We’re looking for 10–20 beta testers to try the early version and help shape what we’re building. No code, no spreadsheets, just ask a question and get back usable charts and insights.

Example questions:

“Which states have the highest share of renters earning under $50K?”

“How has median age shifted across the Midwest since 2010?”

“Show me states with high population growth and low homeownership.”

What’s in it for you:

Early access to the tool

A short walkthrough call

A chance to directly influence how the product evolves

If you work with public data, run research, or just love clean interfaces for messy datasets, we’d love your feedback.

Drop a comment, DM me, or email me at adelle@cambium.ai if you're interested!

Thanks 🙌

Adelle

Co-founder, Cambium AI