Product data insights
Practical guides on product information, catalog quality and channel feeds.
Latest articlesPage 4
78 articles
Google ShoppingPIM to Google Shopping: How to Connect Your Product Data
Managing product data in a PIM and managing a Google Shopping feed are often treated as two separate problems. They are not. Your PIM is the so…Apr 30, 2026 · 11 min read
Google ShoppingGoogle Shopping vs Facebook Catalogue: Which Is Right for Your Store?
Google Shopping and Facebook Catalogue both use product feeds to serve ads automatically at scale. That similarity leads many ecom…Apr 30, 2026 · 7 min read
Google ShoppingHow to Fix Disapproved Products in Google Merchant Center (2026 Guide)
How to find, fix and prevent disapproved products in Google Merchant Center, with the real Needs attention workflow, Google’s stated timelines and the image-size change coming on 31 January 2027…Apr 29, 2026 · 16 min read
Product TaxonomyFlat vs Hierarchical Product Taxonomy: Which Is Right for Your Catalog?
The structure of your product taxonomy determines how your catalog scales, how your site filters work, and how well your product…Apr 29, 2026 · 9 min read
Product TaxonomyProduct Taxonomy for Electronics: Handling Complex Variants at Scale
Electronics catalogs present a different set of taxonomy challenges than fashion or general merchandise. The variant complexity is …Apr 29, 2026 · 10 min read
Product TaxonomyProduct Taxonomy for Fashion Ecommerce: The Complete Industry Guide
Fashion is the most complex product taxonomy challenge in ecommerce. No other category has the same combination of variant depth (si…Apr 27, 2026 · 10 min read
Product TaxonomyProduct Taxonomy: What It Is, How to Build One, Examples & Template
A product taxonomy is the hierarchical classification system that organizes every product you sell into departments, categories and subcategories, and attaches to each level the attributes and rules i…Apr 27, 2026 · 20 min read
Google ShoppingGoogle Shopping Feed for Apparel: All Requirements Explained (2026)
Apparel is the most attribute-heavy category in Google Shopping. Miss a required field and your products either disapprove or lose o…Apr 27, 2026 · 9 min read
Google ShoppingCustom Labels in Google Shopping: How to Use Them for Bid Segmentation (2026 Guide)
Custom labels are one of the most underused levers in Google Shopping. While most advertisers compete on the same bi…Apr 27, 2026 · 9 min read
Channel SyndicationAmazon Product Feed Guide: Requirements, Errors & Best Practices (2026)
Amazon Product Feed Guide: Requirements, Errors, and Best Practices for 2026 Amazon does not show customers every product in its catalog for every search. It shows products whose data is complete, acc…Apr 24, 2026 · 18 min read
PIM SelectionHow to Compare PIM Platforms: Evaluation Criteria & Scorecard (2026)
How to Compare PIM Platforms: Evaluation Criteria and Scorecard for 2026 Most PIM evaluations go wrong before a single demo is booked. Teams jump straight to vendor websites, watch polished feature wa…Apr 24, 2026 · 20 min read
PIM FundamentalsPIM Implementation Guide: Timeline, Steps & What to Prepare (2026)
PIM Implementation Guide: Timeline, Steps, and What to Prepare in 2026 Most PIM implementations that go wrong do not fail because of the software. They fail because the team started the project withou…Apr 23, 2026 · 16 min read