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Clema

Clema

Your AI assistant for federal higher education data

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Higher Ed Co-Pilot lets you query the federal database of every US college and university using natural language. Compare institutions, track trends, export data—no more downloading CSVs or navigating clunky interfaces. Built for IR teams and higher ed researchers. Data sources includes IPEDS, College Scorecard and many more.
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Launch tags:Education•Artificial Intelligence•Data & Analytics
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What do you think? …

Wilson Bright
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Hey Product Hunt! 👋 I'm Wilson, founder of Clema.ai. After talking to 50+ Institutional Researchers from Higher Education in the US, I kept hearing the same frustration: "I spend more time downloading CSVs and merging spreadsheets than actually analyzing data." IPEDS (Integrated Postsecondary Education Data System) has data on every US college and university—6,000+ institutions, 100+ variables, 20+ years of history. But accessing it? Painful. The old way: ❌ Navigate confusing government interfaces ❌ Download multiple CSV files ❌ Merge and clean in Excel ❌ Decode cryptic variable names ❌ Days to get a simple answer With IPEDS GPT: ✅ Ask in plain English: "How does our graduation rate compare to peer institutions?" ✅ Get instant, cited answers ✅ Export charts and data ✅ Minutes, not days We built this for IR teams drowning in ad-hoc requests, but it's useful for anyone researching higher education—journalists, policymakers, prospective students, consultants. Would love your feedback! What questions would you ask about US colleges?