Amazon Catalog Stabilization

The Challenge

A global retailer approached us with a specialized catalog of 500+ SKUs. Due to legacy data mismanagement and aggressive scraping by competitors, their variation listings (parent-child relationships) were "breaking" daily.

This resulted in "Search Suppressed" buy boxes, scattered reviews (instead of aggregated ones), and a confusing customer experience. Revenue was down 40% month-over-month.

The Solution

We treated this as a database integrity problem, not just an "Amazon support" ticket.

• Full Catalog Audit: Extracted raw Category Listing Reports (CLR) to identify the root cause ofattribute mismatches.
• Flat File Re-Architecture: Built a master "Source of Truth" flat file structure, standardizing variation themes (e.g., SizeName-ColorName) across the entire brand.
• Force-Update Propagation: Utilized partialUpdate feeds to surgically repair broken ASIN nodes without triggering total re-verification.

The Result

Within 6 weeks, catalog stability reached 100%. Review aggregation was restored, boosting conversion rates by 15% immediately.