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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.

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Reports we're working on

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

Apparel Data Scraping: Building a Price and Assortment Dataset Across Shein, Temu, Myntra, Zara, and H&M

Apparel Data Scraping across Shein, Temu, Myntra, Zara and H&M — how to build a clean SKU-level price and assortment dataset, and the traps that make one useless.Apparel Data Scraping across Shein, Temu, Myntra, Zara and H&M — how to build a clean SKU-level price and assortment dataset, and the traps that make one useless.

Flipkart vs Amazon India Data: A Comparative Price and Assortment Study

A Flipkart vs Amazon India data study comparing price, effective price, assortment overlap and seller structure — and why the same SKU is priced differently.

Flipkart SuperCoin Economics: Earn Rates by Category and What They Reveal About Loyalty Strategy

A study of Flipkart SuperCoin economics — how earn rates differ by category, what a SuperCoin is really worth, and what the pattern reveals about loyalty strategy.

Flipkart Quick Dark Store Coverage: A Study of Availability and Delivery ETAs Across Indian Metros

A research study of Flipkart Quick dark store coverage across Indian metros — where 10-minute delivery actually reaches, how ETAs vary and what assortment shows.

Flipkart Offer Stack Analysis: The Real Cost of a Deal After Bank Offers, EMI, and SuperCoins

A Flipkart offer stack analysis of bank discounts, no-cost EMI, exchange value and SuperCoins — and how far the effective price sits below the listed price.

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.

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