Industries

Marketplaces

Two sides, and the liquidity between them.

The engineering in a marketplace is search, taxonomy, media and moderation. The actual problem is liquidity: an empty marketplace has no users, and users are what fill a marketplace. Every marketplace launch is a plan for solving that, and it is usually a supply plan.

We have built five, and solved the cold-start each time with automated ingestion rather than a sales team — pipelines that read public listings out of Telegram and WhatsApp groups, extract structure from unstructured Arabic, deduplicate and publish.

What we build here

  • Category taxonomy and structured attributes per vertical
  • Search, filtering and ranking that survives real catalogue size
  • Seller profiles, messaging and dispute paths
  • Moderation queues and automated abuse detection
  • Supply acquisition and cold-start strategy

Work in this sector

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