Private Label Benchmarking Against Branded Products

Identifying and comparing private label products

Private label products are a growing force across e-commerce marketplaces, but identifying them systematically requires structured data. By scraping offers data with brand information, you can filter for marketplace-owned brands and retailer private labels, then compare their pricing against equivalent branded products in the same category. ShoppingScraper's offers endpoints return brand and seller data that enables this separation. Compare price points between private label and branded alternatives for the same product type to understand the price gap that private labels exploit. This gap varies significantly by category and marketplace.

• Filter offers by brand to isolate private label products
• Calculate price differentials between private label and branded equivalents
• Track how the private label price gap varies across categories

Analyzing private label penetration by category

Not all categories face equal private label pressure. By analyzing the ratio of private label to branded products across categories, you can identify where private label competition is strongest and where it is emerging. Categories with high private label penetration often have commoditized product attributes and price-sensitive shoppers. Monitor private label penetration trends over time. Categories where private label share is increasing may require brands to differentiate more aggressively on product features, quality positioning, or value-added services rather than competing on price alone.

• Calculate private label share of listings per product category
• Identify categories with rising private label penetration
• Spot early private label entries in categories where they are currently absent

Tracking private label pricing strategies

Private label pricing strategies evolve as retailers learn which price points maximize margin and volume. Track private label pricing over time to understand whether retailers are pursuing an everyday-low-price strategy, a promotional strategy with periodic discounts, or a premium private label positioning that competes on quality rather than price. This intelligence is valuable for both brands and retailers. Brands can adjust their competitive positioning based on private label pricing movements. Retailers can benchmark their own private label pricing against competitors to ensure their strategy remains competitive across marketplaces.