AptCompare Engine
A web app for comparing apartment listings side-by-side. Users paste the full text of any listing and the LLM-backed parser pulls structured data like rent, beds, baths, amenities, and available lease terms and constructs the data as compact cards in a single comparison view with interactive map and personalization filters, regardless of which site the listing came from.
The instinct with AI implementation is to collect everything and show everything. The challenge is deciding what's actually worth showing.