Marketplace operationsinsights & guides

Practical knowledge from building and operating marketplaces. No fluff — just what works.

Growth·4 min read

How semantic search changes marketplace UX

When a buyer types "cozy place near the beach" and actually finds what they want — that's not keyword matching. That's understanding intent. Here's how vector-based search works in practice.

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Automation·6 min read

From manual approvals to automated workflows

Every marketplace operator starts by manually approving listings and sending reminder emails. Here's how to move from reactive ops to automated systems without losing quality control.

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