Map categories across eight Chinese marketplaces without losing source context
Keep source categories separate from your catalogue taxonomy and review ambiguous mappings before publishing.
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Practical notes for your next data project.
Practical reading for sourcing research, catalogue preparation and reviewing marketplace data.
Review product image references in Chinese marketplace data
Define image-reference scope, product and variant links, missing images and intended use before data delivery.
Read articleChoose a data sample that tests all eight marketplace sources
Build a source-by-field coverage checklist before accepting a collection from eight Chinese marketplaces.
Read articleReview Chinese marketplace attributes for a multilingual catalogue
Keep original Chinese marketplace values linked to translated attributes, language labels and review decisions.
Read articlePlan repeat collections across eight Chinese marketplaces
Define comparable observations and exceptions across Chinese marketplace data without assuming live stock synchronisation.
Read articleReview CSV data from eight Chinese marketplaces before catalogue import
Review row structure, variants and source-specific fields when preparing Chinese marketplace data for catalogue import.
Read articleFrom product links to a usable sourcing data brief
Turn representative links and field requirements into a sample brief your team can review.
Read articleWhat a marketplace dataset can tell you about a supplier
Separate seller statements, independent checks and physical evidence when reviewing supplier information.
Read articleHow to compare 1688 listings before choosing the lowest price
Compare product identity, variants and quantity tiers using a fictional 1688 example before reviewing listed prices.
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