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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.
Reports we're working on
Topics we're researching from our operational data right now.
Pincode-Level Q-Commerce Price & Availability - Blinkit, Zepto, Instamart & BigBasket Pricing & Product Trends
Pincode-Level Q-Commerce Price & Availability tracks product prices, stock, promotions, and assortment across Blinkit, Zepto, Instamart, and BigBasket.
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GCC Ecommerce Data Scraping: Building a Price and Availability Dataset Across the Gulf
GCC Ecommerce Data Scraping across Noon, Talabat, Careem and Deliveroo — why zone-level capture matters in the Gulf, and how to build a usable Middle East dataset.
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US Grocery Price Data Scraping: Building Store-Level Price Data Across Walmart, Publix, Kroger, and Target
US Grocery Price Data Scraping at store level across Walmart, Publix, Kroger and Target — why a national price is a fiction, and how to build a location-accurate feed.
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Product Review Data Scraping: Building a Ratings and Sentiment Dataset Across Amazon, Flipkart, Nykaa, and Meesho
Product Review Data Scraping across Amazon, Flipkart, Nykaa and Meesho - how to build a clean, aspect-level review dataset that supports sentiment, not just star counts.
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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.
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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.
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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.
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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.
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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.
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