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.

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Scrape Coupang Pricing & Availability Trends - A Data-Driven Market Report

Scrape Coupang Pricing & Availability Trends to track real-time price changes, stock status, and regional availability, enabling smarter pricing strategies.

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Shelf Life Intelligence - Sephora vs Ulta Beauty product Shelf-life analysis

Analyze Sephora vs Ulta Beauty product Shelf-life analysis to track availability duration, product rotation, and optimize inventory and assortment strategies.

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Data scraping for Uline.ca to get product data - Extract Product List, Unit Prices & Saller Data

Get structured pricing, SKUs, specs, and availability using data scraping for Uline.ca to get product data, enabling smarter procurement, catalog analysis, and B2B decisions.

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Using Amazon and Namshi Product APIs for Advertising to Overcome Inventory and Targeting Challenges in Digital Marketing

Use Amazon and Namshi product APIs for advertising to optimise bids, track price changes, align ads with availability, and improve ROAS using real-time product intelligence.

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Manual Scraping vs Using Grocery Data APIs - Accuracy, Scale & Cost Analysis (2026)

Manual Scraping vs Grocery Data APIs — a 2026 accuracy, scalability & cost analysis comparing techniques for retail insights, efficiency, and data reliability.

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Pincode-Wise Price Wars in Indian Quick Commerce - Insights from the 2026 Quick Commerce Price Intelligence Report

Explore how Indian quick commerce players engage in pincode-wise price wars, tailoring deals and discounts to dominate hyperlocal markets efficiently.

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Flipkart Grocery Dataset For Power BI Dashboard Visualization

Use the Flipkart Grocery Dataset For Power BI to analyse pricing, category performance, stock trends, and regional demand, enabling smarter dashboards and data driven retail decisions.

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BevMo California Market Price Benchmarking - Data-Driven Analysis of Retail Price Variations in California

Research report analyzing BevMo California market price benchmarking, highlighting competitive pricing trends, product price variations, and retail insights across the state.

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Cosmetics Pricing Intelligence - Analyzing Oriflame Product Prices Using Web Scraping

This research report analyzes Oriflame product prices using web scraping to deliver cosmetics pricing intelligence, competitive benchmarks, and market trend insights.

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