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.

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In the pipeline

Reports we're working on

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

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.

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.

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.

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.

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.

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.

2025 Global Grocery Price Comparison – USA, Canada, Europe & Southeast Asia

2025 Global Grocery Price Comparison reveals pricing trends across the USA, Canada, Europe, and Southeast Asia, highlighting regional differences and market insights.

Scraping UAE Retail Prices - Real-Time Data from Supermarkets & Online Marketplaces

Research report on real-time UAE retail prices scraped from supermarkets and online marketplaces to track trends, competition, and pricing shifts.

Real-Time Price Shock Across Singapore Grocery Chains - Monitoring Market Volatility and Consumer Impact

Track real-time price fluctuations across Singapore grocery chains with our report on Real-Time Price Shock Across Singapore Grocery Chains to understand market volatility and consumer impact.

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Short-form posts on e-commerce data, pricing, MAP, q-commerce.

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Case Studies

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Whitepapers

Long-form papers on methodology & technical depth.

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Infographics

Visual summaries of pricing & marketplace trends.

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