AI Matching & Discovery
Smarter connections between the two sides of your marketplace — recommendation, search ranking, and matching logic powered by AI instead of static filters.
Recommendation engines
Surface the right listing or provider without making the user filter through the whole catalog — based on behavior, location, and what actually converts.
Semantic/AI-powered search
Search that understands intent, not just keywords. A buyer describing the job should still find the provider who can do it.
Smart matching algorithms
Pair demand with supply using ranking and constraints — availability, category, rating, price — instead of a static list sorted by newest.
Personalization
Each side sees a feed that learns. Repeat buyers and high-performing providers should not start from a blank search every time.