✓ TestedWorks with CSV, Excel, Google Sheets → JSON-LD Schema
By dataclean.to team · 2026-02-12
Pet supply retailers and distributors manage product catalogs from dozens of brands and wholesalers, each providing data in their own format. The same bag of dog food appears as 'Purina Pro Plan Adult Large Breed 34lb' from one supplier and 'Pro Plan Large Breed Chicken & Rice 34 lb.' from another. Size variants, flavor options, and formula changes between product years add further complexity. dataclean.to matches pet supply records by brand, product line, size, and UPC to consolidate duplicate entries in your product catalog.
The Problem
Duplicate product entries in pet supply data inflate catalog sizes, confuse shoppers, and create inventory discrepancies. A pet store's e-commerce site showing the same cat litter under three listings from different suppliers forces customers to compare what are actually identical products. Inventory counts diverge from reality when the same physical product is tracked under multiple stock codes. Purchasing teams order from multiple suppliers without realizing they are buying the same item, missing volume discount thresholds. Marketing teams promoting duplicate products split campaign performance data, making it impossible to measure the true demand for a specific product. GS1 product identification and barcode standards
How to Fix It
1
Export pet supply product data
Pull product records from your inventory system, e-commerce platform, or supplier feeds into CSV format. Include product name, brand, product line, size/weight, flavor or variety, UPC, supplier name, and price.
2
Upload to dataclean.to
Upload the CSV. The tool compares product names, UPCs, brands, and size attributes to identify the same product listed multiple times from different suppliers or under slightly different descriptions.
3
Review duplicate product clusters
Examine grouped entries. Typical duplicates include the same product from two suppliers with different naming conventions, formula updates where old and new versions coexist, and size variants incorrectly entered as separate base products.
4
Consolidate into canonical product listings
Merge confirmed duplicates into single entries. Retain the manufacturer's official product name, the current UPC, the best available pricing from your preferred supplier, and all valid supplier cross-references.
5
Export the clean product catalog
Download the deduplicated catalog for import into your inventory and e-commerce systems. Clean data shows customers one listing per product, keeps inventory counts accurate, and enables consolidated purchasing.
Frequently Asked Questions
How does the tool handle different sizes of the same product?
A 15lb and 34lb bag of the same dog food are related but distinct products. The tool treats size as a differentiating attribute and does not merge items that differ only in size. However, if the same 34lb bag appears twice from different suppliers, those entries are flagged as duplicates.
Can it catch products with reformulated names?
When a brand updates a product name during a formula change, the old and new entries both persist in your catalog. The tool flags entries sharing a brand and product line with similar names for review, so you can decide whether the reformulated product should replace or coexist with the old listing.
What about private label products that are identical to branded versions?
Private label and branded versions of the same product from the same manufacturer may share similar specifications. The tool flags them when product attributes closely match, and you decide whether to link them as equivalent products or keep them as separate catalog items.
Example: Input → Output
name
sku
price
brand
rating
Wireless Headphones Pro
WHP-001
$89.99
SoundTech
4.5
wireless headphones pro
WHP001
89.99
soundtech
4.5/5
Red rows show common data quality issues. dataclean.to normalizes and generates JSON-LD automatically.