Your question is Zillow Home Recommendation Engine. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you design a recommendation engine for users browsing homes on Zillow? What features would you use, and how would you evaluate its performance offline and online?