Product data insights
Practical guides on product information, catalog quality and channel feeds.
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77 articles
Digital Product PassportDigital Product Passport for Electronics Brands
Electronics have no ESPR passport date yet, but existing ecodesign, energy label and Right to Repair rules already require most of the same data. What to prioritise now…Mar 11, 2026 · 7 min read- Digital Product Passport
Digital Product Passport for Fashion Brands
Where textiles stand in the ESPR working plan, the unsold-goods destruction ban dates that already apply, and what a fashion brand’s data model needs to be ready…Mar 11, 2026 · 7 min read 
Product Information Management (PIM)How to Manage Product Data Across Shopify, Amazon, and PDF Catalogs Without Duplicating Work
Managing product data across Shopify, Amazon, and PDF catalogs sounds simple until the work starts duplicating everywhere. One team updates titles in…Mar 8, 2026 · 9 min read- Digital Product Passport
How to Publish QR/URL-Linked Digital Product Passport Records
How to design the publishing workflow behind a Digital Product Passport: draft-to-published states, a stable resolvable identifier, the registry, backups and versioned corrections…Mar 8, 2026 · 7 min read - Digital Product Passport
DPP and Multilingual Product Data: What Teams Miss
What actually needs translating in a Digital Product Passport, what must never be translated, and how a resolvable identifier routes one data carrier to the right locale…Mar 8, 2026 · 7 min read - Digital Product Passport
DPP Workflow: Product, Compliance and Operations Roles Explained
The legal economic-operator roles the ESPR assigns, how they map to internal product, compliance and operations teams, and a five-state workflow for Digital Product Passport data…Mar 8, 2026 · 7 min read - Digital Product Passport
How to Collect Supplier Data for Digital Product Passport Readiness
What data to request from suppliers for a Digital Product Passport, how to structure one request template, and how to validate submissions before they reach a live record…Mar 7, 2026 · 8 min read 
Product Information Management (PIM)Product Data Modeling for PIM: Taxonomy, Attributes & Variants Explained (2026)
Most PIM implementations succeed or fail based on one thing: your product data model. If your taxonomy is messy, attributes are inconsistent, and variants…Feb 5, 2026 · 6 min read
PIM BasicsProduct Data Quality Checklist: Completeness, Accuracy, Consistency
Product data quality isn’t a “nice to have.” It directly affects: feed approvals and marketplace visibility conversion on product detail pages returns and…Feb 5, 2026 · 5 min read- PIM Basics
Product Data Governance: Roles, Ownership, and Approval Workflows
“We need a PIM” often really means: we need product data governance. Governance is how you keep product information accurate as your catalog grows, your…Feb 5, 2026 · 5 min read - PIM Basics
PIM Glossary 2026: 30 Product Data Terms Every Ecommerce Team Should Know
One of the quiet reasons PIM projects go sideways is simple: teams use the same words to mean different things. Merchandising says “attributes” and means…Feb 5, 2026 · 12 min read - PIM Basics
When Do You Need a PIM? 12 Signals You’ve Outgrown Spreadsheets
Most teams don’t adopt a PIM because it sounds nice. They adopt it because spreadsheets stop working the moment product data becomes a shared operational…Feb 5, 2026 · 5 min read