Zurich Apartment Rent Predictor

Created by Mario Soler Vidal

Describe your apartment request in English.
The app extracts structured inputs with an LLM, uses a trained Random Forest model, and then generates a short natural-language explanation.

The prediction is based on a selected set of 17 representative.

Examples

I am looking for a furnished 3.5-room apartment with 85 m2 in Zurich District 8.
I need a luxurious 4-room apartment with 110 m2 in Zurich District 7.
I am looking for a 2-room apartment with about 55 m2 in Winterthur.

Extracted JSON inputs and model variables