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.

Monitoring Grocery Price Inflation - How We Helped a Brand Detect Trends Faster with Stop & Shop grocery inflation data Tracking

Stop & Shop grocery inflation data tracking helps brands monitor price increases, inflation trends, and product cost changes across thousands of grocery items in real time.

How Grainger vs Amazon Business Price Benchmarking Dataset Drives Smarter Procurement and Margin Optimization

Grainger vs Amazon Business Price Benchmarking Dataset delivers structured B2B pricing insights to optimize procurement, margins, and competitive strategy.

Inflation on Baby Products - API-Driven Price Intelligence - Trends, Price Volatility, and Consumer Impact

Inflation on Baby Products - API-Driven Price Intelligence analyzes rising prices, market trends, and cost fluctuations using real-time, data-driven insights.

Long-Term E-Commerce Trend Analysis Using Continuously Scrape Pinduoduo Bestseller Data 2026

Research report analyzing long-term e-commerce trends using Scrape Pinduoduo Bestseller Data to track demand shifts, pricing patterns, and category growth.

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.

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.

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.

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.

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Blog

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

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Case Studies

Real client outcomes — recoveries, cost savings, share gains.

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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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