The five lenses
The engine's five lenses, who uses them, and the component families each one blends.
Every property gets five independent scores, one per lens.
Motivated seller
Listing-text distress flags; price-cut velocity, depth and recency; relist history; days on market versus the city median; price versus derived value; implied equity and years since last sale; description keywords.
Fix & flip
MAO gap, levered ROI, seller pressure, insurance and exit penalties, and valuation confidence.
Buy & hold
Cap rate on an all-in basis, yield versus market, appreciation, schools and amenities, HOA and debt gates, and Florida condo risk.
Mid-term rental (30+ days)
Location fit, seasonal economics and suitability such as furnished condition, pool and lease minimums.
Airbnb (nightly)
Location and points of interest, explicitly labelled proxy economics, property fit and available restriction gates.
Top and Strong colours come only from percentile within the city pool.