Resources · Research Reports

Research reports on e-commerce data trends

Quarterly deep-dives drawn from our managed scraping operations across 500+ retailers in 6 countries. Pricing dynamics, MAP enforcement, quick-commerce growth, marketplace shifts — with real numbers, no fluff.

In the pipeline

Reports we're working on

Topics we're researching from our operational data right now.

Home & Furniture E-commerce analysis Report 2026 - Global Pricing Trends, Brand Performance & Consumer Buying Insights

Home & Furniture E-commerce analysis Report 2026 reveals pricing trends, brand insights, category performance, and consumer buying behavior.

Luxury Fashion E-commerce analysis Report 2026 - Global Pricing Trends, Brand Performance & Consumer Buying Insights

Luxury Fashion E-commerce analysis Report 2026 delivers insights into pricing, consumer trends, brand performance, and premium retail growth.

South Africa Grocery Pricing Data analysis Report 2026 - SKU-Level Pricing, Promotions, and Market Trends Across SPAR, Checkers/Shoprite, Woolworths, and Pick n Pay (PnP)

South Africa Grocery Pricing Data analysis Report 2026 reveals pricing trends, promotions, SKU insights, and competitive retail intelligence.

Big Billion Days Discount Data: Depth, Stockout Rates, and Repricing Frequency

A research study of Big Billion Days discount data — how deep discounts really go, how fast prices move, and how often hero SKUs sell out during the sale.

Counterfeit Product Monitoring Data Report 2026: Marketplace Brand-Protection Benchmarks

Product Data Scrape’s Counterfeit Product Monitoring Data report benchmarks fake listings and unauthorized sellers across marketplaces, with sample data.

Resale Marketplace Pricing Data Report 2026: Secondhand & Refurbished Benchmarks

Product Data Scrape’s Resale Marketplace Pricing Data report benchmarks secondhand and refurbished prices vs new across platforms, with sample data inside.

AI Shelf Visibility Data Report 2026: Answer-Engine Benchmarks

Product Data Scrape’s AI Shelf Visibility Data report benchmarks which brands surface in ChatGPT, Perplexity and Gemini shopping answers, with sample data.

Temu Shein Price Disruption Data Report 2026: Cross-Border Undercutting Benchmarks

Product Data Scrape’s Temu Shein Price Disruption Data report benchmarks how cross-border sellers undercut domestic marketplaces, with sample data inside.

Marketplace Availability Index Data Report 2026: Out-of-Stock Benchmarks

Product Data Scrape’s Marketplace Availability Index Data report benchmarks out-of-stock rates and restock speed by category and region, with sample data.

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Long-form papers on methodology & technical depth.

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Visual summaries of pricing & marketplace trends.

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