Two-sided platforms where supply meets demand

Marketplace software with intelligent search, recommendation engines, and the trust systems that make buyers and sellers transact with confidence. From listing management to payment escrow.

The Challenge

The cold start problem

Marketplaces need supply to attract demand and demand to attract supply. The technical architecture needs to support rapid iteration on both sides simultaneously.

Search that understands intent

Filter-based search forces users to think like databases. They abandon listings before finding what they need because they can't express what they actually want.

Trust at scale

Reviews, verification, dispute resolution, and payment escrow. Every trust mechanism needs to work automatically at scale without creating friction for good actors.

Our Approach

Semantic search from day one

Natural language search powered by embeddings that match intent to inventory. Users describe what they want, the platform finds it. 10x improvement in search-to-conversion.

Recommendation engine

Collaborative and content-based filtering that learns from behavior. Surface relevant matches before users go searching. Higher quality leads for sellers, better discovery for buyers.