Problem
Airbnb works well when renting an entire home. It works poorly when sharing a home with a stranger.
Private room listings are priced lower, but adoption is limited because both sides feel risk.
Guests worry about who they will live with.
Hosts worry about letting the wrong person into their home.
Photos, amenities, and reviews describe the space, not the person. But in shared housing, the person is the product.
Insight
In hosted stays, compatibility matters more than property quality.
People do not fear small spaces. They fear unpredictable humans.
Solution
Design a marketplace that matches people instead of inventory by making personality visible before booking.
Product
A short-term rental platform centered around host-guest compatibility.
Instead of browsing rooms, travelers browse people and shared interests. Profiles emphasize video introductions, lifestyle, and travel intent, and a compatibility algorithm recommends better matches between hosts and guests.
Key Decisions
- Personality-first profiles with video introductions
- Compatibility matching instead of pure search filtering
- Interest-based recommendations
- Focus on hosted private rooms rather than entire homes
What I learned
Marketplaces are not always supply and demand problems. Sometimes they are trust problems disguised as pricing problems. Improving matching quality can unlock both sides simultaneously without changing inventory.