How the Best Marketplaces Use Search Relevance to Optimize Discovery episode artwork

EPISODE · Jun 14, 2026 · 10 MIN

How the Best Marketplaces Use Search Relevance to Optimize Discovery

from Marketplace Businesses with Fexingo: Two-Sided Networks, Liquidity, and Take Rates · host Fexingo

Episode 51 of Marketplace Businesses with Fexingo dives into how two-sided marketplaces use search relevance algorithms to match supply with demand efficiently. Lucas and Luna examine the case of Etsy, which revamped its search engine in 2023 to prioritize conversion probability over exact keyword matches, boosting gross merchandise volume by 12% in six months. They discuss the trade-offs between relevance and serendipity, how smaller marketplaces can compete without AI teams, and why misaligned search can kill liquidity faster than any other feature. A concrete look at the hidden architecture that determines whether buyers find what they want and sellers get discovered. #SearchRelevance #MarketplaceLiquidity #Etsy #TwoSidedMarketplaces #ProductDiscovery #AlgorithmicMatching #ConversionRate #InventoryOptimization #LongTailEconomics #SearchAndDiscovery #BusinessTechnology #EcommerceStrategy #PlatformDesign #DataDriven #FexingoBusiness #BusinessPodcast #MarketplaceBusinesses #TechStrategy Keep every episode free: buymeacoffee.com/fexingo

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How the Best Marketplaces Use Search Relevance to Optimize Discovery

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