A web-based platform that automatically identifies and analyzes comparable properties using 20+ objective criteria, flags biased or outlier comps in realtor CMAs, and generates transparent valuation reports with confidence scores. Users can test different pricing strategies (list low vs market rate) with predictive offer outcome modeling.

Recent real estate commission lawsuits and market volatility have created unprecedented demand for consumer empowerment tools that provide transparent, data-driven valuations independent of agent incentives.