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What 'completeness' actually means to Vinted's algorithm

AgentM Studio1 min readReseller economics

In short

Vinted’s algorithm cares about ONE thing more than your title.

Listing completeness. Every empty field — brand, size, colour, condition, material — is a signal you're a casual seller. The algorithm pushes complete listings up the feed and into search results.

Most people fill in maybe 4 of the 9 optional fields. VintSnap fills all of them from the photo, automatically. That's why a re-list often outsells the original.

Same item, twice the visibility, because the listing is finally finished.

This note comes from building VintSnapA photo in, a priced Vinted listing out.

See VintSnap

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  1. The Saturday sourcing run, costed1 min
  2. The dead listing graveyard1 min
  3. I started buying the "annoying to list" stock everyone else skips and the thinner competition paid better than the easy stuff1 min

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