Blog
Practical insights on product data normalization, supplier onboarding, and e-commerce operations.
Product Data Normalization Explained: A Practical Guide for E-Commerce Teams
A hands-on guide to the three layers of product data normalization: column mapping, value standardization, and unit conversion. With real before/after examples.
How to Clean a Supplier CSV Before Importing Into Your PIM
A step-by-step checklist for cleaning supplier CSV files before importing into Akeneo, Pimcore, or any PIM system. Real examples of common issues and fixes.
How to Map Supplier Columns to Your Product Schema (With Examples)
A practical guide to mapping supplier data columns to your internal product schema. Real examples of one-to-one, one-to-many, and many-to-one patterns.
A Practical Guide to Unit Conversion in Product Data
Centimeters to millimeters, kilograms to pounds, liters to gallons — unit conversion in product data is tedious but critical. Here's how to handle it systematically.
The 5 Data Quality Checks to Run on Every Supplier Feed
Before importing supplier data into your PIM or store, run these 5 checks. Catch missing values, format errors, and data drift before they become customer-facing.
Why Every Supplier Sends Data Differently (And What to Do About It)
Suppliers don't send messy data on purpose. Understanding why formats differ helps you build a sustainable onboarding strategy instead of fighting each file.
Supplier Onboarding in 15 Minutes Instead of 2 Weeks
Most teams take 2–4 weeks to onboard a new supplier's product data. Here's how to reduce that to 15 minutes by building reusable mapping rules.
Excel vs. PIM vs. Dedicated Feed Tool: Where Does Each Fit?
Excel, PIM systems, and feed tools each solve different problems. Here's when to use each — and why most teams need all three in their data workflow.
Stop Wasting Time on Supplier Data: The Hidden Cost of Manual Product Onboarding
Your team spends 2 hours per supplier feed on manual cleanup. Here's why that time adds up faster than you think, and what to do about it.
The Supplier Adapter Pattern: Map Once, Apply Forever
How FeedPrep's Supplier Adapter concept turns one-time mapping work into permanent automation. The key insight behind the learning curve.
Calculating ROI: How Product Data Automation Pays for Itself
A framework for calculating the true cost of manual product data entry and the payback period of automation tools like FeedPrep.