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.

Scrape Fake Reviews Data from Ecommerce Websites for Authentic Customer Insights

Scrape fake reviews data from eCommerce sites to detect fraud, gain authentic customer insights, and strengthen your brand’s online credibility.

Scrape Dan Murphy’s & BWS Liquor Sales Data Australia to Analyze Market Trends

Explore how to Scrape Dan Murphy’s & BWS Liquor Sales Data Australia to track market trends, analyze sales patterns, and gain actionable insights for 2025.

How the Web Scraping Backbone of Ecommerce Growth Drives Market Intelligence and Profitability

Explore how Web Scraping Backbone of Ecommerce Growth empowers businesses to monitor pricing, analyze trends, and drive data-driven decisions for online retail success.

Extract BJs Wholesale Grocery Product Listings Data for Market Insights and Competitive Analysis

Explore our research report on Extract BJs Wholesale Grocery Product Listings Data to gain market insights, track pricing, and drive competitive analysis.

Web Scraping Flipkart vs Meesho Discount Data India - Comparing Product Discounts and Seller Ratings

Web scraping Flipkart vs Meesho discount data India to compare product discounts, analyze seller ratings, and provide actionable insights.

How to Extract Google Trends Insights Using Python?

Learn how to extract Google Trends insights using Python with PyTrends. Step-by-step guide to scrape trends data and analyze market patterns effectively.

Extract Carrefour Online Grocery Listing Data UAE to Track 95% of Products and Pricing Trends in Real Time

Discover how to Extract Carrefour Online Grocery Listing Data UAE to track 95% of products, monitor pricing trends, and gain real-time market insights

Staying Competitive in Retail – AI Powered Supermarket Data Scraping

Unlock grocery insights with AI Powered Supermarket Data Scraping—track prices, optimize strategies, and drive smarter retail decisions.

Analyzing Skincare Trends - Nykaa vs Minimalist Using Beauty product scraping in India for 2025

Explore how Nykaa and Minimalist shape skincare trends with Beauty product scraping in India for 2025, uncovering market insights and consumer behavior.

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Long-form papers on methodology & technical depth.

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Infographics

Visual summaries of pricing & marketplace trends.

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