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ProperAI

Built at Gemini 3 Singapore Hackathon · Mar 7, 2026

Demo video · www.loom.com/…

ProperAI is an agentic property discovery tool for Singapore's property market that transforms a fragmented, regulation-heavy search across 28 postal districts into a single guided experience. Two personas sit at the core of the product. Buyers get an intelligent way to research property areas against their personal criteria, surfacing district recommendations that account for budget, commute, school proximity, lifestyle fit, and Singapore-specific eligibility constraints in one place. Property agents get a credible research tool to quickly narrow down what each buyer actually needs, track multiple lead interests and qualifications, and walk into client conversations with data-backed district shortlists rather than guesswork.

Team