Case study — E-commerce · Web
daily.style
An in-house fashion aggregator that gathers Bulgaria's online shops into one catalog.

Shopping fashion online in Bulgaria means a dozen tabs across a dozen stores. We wanted one place where the market's catalogs meet — and we wanted it to run itself. Built in-house, from architecture to launch.
A Next.js platform on Vercel ingests product feeds through the Tradedoubler affiliate network, classifies every item with AI embeddings, and admits only true apparel through a 262-category ingest gate. The catalog refreshes itself on a daily sync — no manual curation, no stale listings.
A self-maintaining product: feeds arrive, the gate filters, the catalog renews daily — proof of the platform engineering we bring to client work.
Daily
Catalog sync
262
Categories in the ingest filter
500,000+
Products

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