Insights forModern Commerce
Insights, guides, and best practices for product information management
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How Product Data Quality Affects Your Google Shopping ROAS
How Product Data Quality Affects Your Google Shopping ROAS Most Google Shopping ROAS discussions focus on bids, bidding strategies, and campaign structure. These matter. But for stores with data quali...

Free Product Taxonomy Template: Download for 5 Industries (2026)
Free Product Taxonomy Template: Download for 5 Industries (2026) Building a product taxonomy from scratch takes days. Validating that it maps correctly to Google’s taxonomy, includes the right a...

How Bad Product Taxonomy Kills Your Site Search (and What to Fix First)
How Bad Product Taxonomy Kills Your Site Search (and What to Fix First) Site search is where buyers with high purchase intent go. A customer using your site search already knows they want something — ...

Google Product Category vs Your Internal Taxonomy: What’s the Difference?
Google Product Category vs Your Internal Taxonomy: What’s the Difference? Two taxonomies. One product. This is the reality of modern ecommerce — every product needs to live somewhere in your int...

Google Shopping Feed Audit Checklist: 25 Points to Check Before You Submit
Google Shopping Feed Audit Checklist: 25 Points to Check Before You Submit A Google Shopping feed with errors is not just underperforming — disapproved products are completely invisible in Shopping re...

Google Product Category Taxonomy: The Complete 2026 Guide
Google Product Category Taxonomy: The Complete 2026 Guide Google’s product category taxonomy is one of the most impactful — and most misused — attributes in Google Shopping feeds. Every product ...

Product Taxonomy for Food and Beverage Ecommerce: Full Setup Guide
Product Taxonomy for Food and Beverage Ecommerce: Full Setup Guide Food and beverage ecommerce has a taxonomy challenge that no other category faces at the same level: regulatory compliance. Allergen ...

Product Taxonomy for B2B Industrial Products: The Complete Guide
Product Taxonomy for B2B Industrial Products: The Complete Guide B2B industrial product taxonomy is the most technically demanding category structure in ecommerce. Industrial buyers know exactly what ...