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Adelle Woodleft a comment
Hey Product Hunt, I am one of the founders of Cambium AI. We built this because we were tired of seeing valuable data locked away. The U.S. government holds the most powerful dataset in the world (Census, ACS, public records), but accessing it requires a data science team or hours of digging through fragmented CSV files. So we fixed the interface. Cambium AI replaces the spreadsheets with a...
Cambium AI | Chat with PersonasWe simulated the U.S. population.
Get population insight in minutes. We combined U.S. public data with a natural language interface so you can validate ideas against synthetic personas.
Cambium AI | Chat with PersonasWe simulated the U.S. population.
Adelle Woodleft a comment
Hey Product Hunt! 👋 I'm Adelle, co-founder of Cambium AI. For years, marketers (including us) have had to build strategies on a foundation of assumptions. We create customer personas, give them "synthetic" bios, and hope they reflect reality. This leads to wasted ad spend and messaging that just doesn't connect. We're launching a major upgrade to Cambium AI to fix this. Our platform already...
Cambium AI PersonasAI personas built on real public data
Cambium AI generates customer personas from a URL. With our major upgrade, these personas are no longer just abstract profiles. They are automatically grounded in verifiable U.S. public data, reflecting real economic and social context. Stop assuming, start validating.
Cambium AI PersonasAI personas built on real public data
Adelle Woodleft a comment
You've vibecoded your platform. Now what? 🚀 Hey Product Hunt! 👋 I'm Adelle, co-founder of Cambium AI. Every maker here knows the feeling. You've spent weeks, maybe months, heads-down, 'vibecoding' your platform. You've automated the workflows, perfected the UI, and shipped a product that just feels right. It’s your unique vibe, coded into existence. But once the dopamine hit of shipping wears...
Cambium AI MarketingYour AI Co-founder for Marketing Strategy
Just enter your website URL, and our AI instantly generates customer personas, content plans, ad copy, competitor analysis, market sizing, and even the narrative for your investor pitch. Go from URL to a full GTM plan in minutes.
Cambium AI MarketingYour AI Co-founder for Marketing Strategy
Adelle Woodleft a comment
Hey, everyone!👋 Accessing simple demographic data is a common bottleneck for researchers, founders, and journalists. With the US Census Bureau's popular QuickFacts tool under extended maintenance, this problem has become even more acute. We built the County Explorer to be a direct solution. It's a free, simple dashboard that provides quick demographic snapshots for any US county, pulling...
County ExplorerThe TL;DR for any US county.
A free, beautifully simple dashboard that gives you an instant snapshot of any US county's key demographics and economic profile.
Perfect for market researchers, entrepreneurs, grant writers, and anyone curious about their community. ✨
County ExplorerThe TL;DR for any US county.
Cambium AI transforms public data into actionable insights, making it easy for businesses, researchers, and policymakers to understand their target populations without costly surveys or complex data analysis.
Cambium AIBuilt on Real Data, Designed for Real Impact
Adelle Woodleft a comment
Hey Product Hunt, We are proud to introduce Cambium AI, the fastest way to turn public data into actionable insights 🚀 Why we built Cambium AI 🔹 Accessing and analyzing public data is complex and time-consuming 🔹 Surveys are slow and expensive, but reliable insights remain essential 🔹 We wanted an AI-powered solution that delivers usable data in seconds Why you’ll love it: Instant insights 🕒...
Cambium AIBuilt on Real Data, Designed for Real Impact
Adelle Woodstarted a discussion
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....