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product data ops.

Practical thinking for teams running product data at scale — supplier workflows, enrichment, governance, and more.

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Articles
Product Data Extraction Accuracy: What to Measure and Why

Most vendors quote a single accuracy number. Often 95%. Sometimes higher. Then you run a pilot on your real supplier data and that figure collapses.

Articles
How to Onboard Suppliers Faster: 7 Proven Tactics

Most teams running a supplier onboarding process know it is slow, but very few have stopped to count how slow.

Articles
Faceted Search for B2B Distributors: The Data Foundation

A B2B buyer knows they need a 24V DC contactor rated for 40 amps with screw terminals.

Articles
ETIM 8 vs ETIM 9: What Changed and How to Migrate

The real question behind ETIM 8 vs ETIM 9 is not what the committee altered, it is what elements break in your own data when you move.

Articles
Product data enrichment ROI: how to build the business case

Finance asks for the return in pounds; the team produces a deck full of qualitative benefits and the decision stalls.

Articles
Product data enrichment tools: 12 platforms compared in 2026

SKULaunch is one of the twelve platforms covered here, and this article was compiled by SKULaunch’s team.

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Product data enrichment that actually gets done — so your product pages convert, your search works, and your team stops living in spreadsheets.

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Imports & SpreadsheetsSupplier PortalEnrichment StudioProduct Data ExtractionContent GenerationAttributes & SchemaProduct Catalog EnrichmentProduct Data EnrichmentETIM Data MappingSupplier Data Onboardng Software
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For RetailersFor DistributorsFor MarketplacesFor PIMFor eCommerceFor SearchIntegrations
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SKULaunch vs AkeneoSKULaunch vs Salsify
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