Everything we know about e-commerce data — in one place
Research, articles, technical guides, case studies, videos and a weekly briefing — all drawn from running managed scraping operations across 500+ retailers in 8 countries.
Pick the format that fits how you read.
From 5-minute weekly briefings to 30-page whitepapers — all of it grounded in real operational data.

Blog
Short-form posts on pricing intelligence, MAP enforcement, quick commerce, marketplace dynamics. New articles weekly.
Read the blog →
Case Studies
Real client outcomes — recoveries, cost savings, share gains. Aggregate $180K recovered, +14pt market share, 137 brands protected.
View case studies →
Research Reports
Quarterly industry research drawn from our managed scraping operations. Pricing, MAP, q-commerce, marketplace concentration.
See research pipeline →
Whitepapers
Technical depth on methodology, architecture, build-vs-buy frameworks. Written for engineering and data leaders.
Browse whitepapers →
Infographics
Visual summaries of pricing dynamics, MAP violations, Buy Box patterns, festive sale benchmarks. Free with attribution.
View infographics →
Videos
Explainers, dashboard walkthroughs, demo recordings and anonymised client conversations on real outcomes.
Watch videos →
Newsletter
The E-Commerce Data Briefing — pricing pulse, MAP patterns, q-commerce moves. Signal-only, no fluff.
Subscribe →
Technology Guides
Step-by-step scraping tutorials for Python, Node.js, PHP, Java, Ruby, cURL and Data Pipelines — with code samples.
Browse guides →Building your own scraper?
We've published technical guides in 7 languages covering basic extraction, JavaScript rendering, anti-bot handling and data pipelines. Start with the language you know best.
View all guides →5 minutes, every Tuesday
What moved in e-commerce pricing, MAP enforcement, quick commerce and marketplace dynamics — drawn from our own operational data.
Recommended reading paths by role.
Skip ahead to what matters for your team.

Brand & Category Leaders
Start with Case Studies → then Research Reports → subscribe to the Weekly Briefing for ongoing signal.

Engineering & Data Teams
Start with Whitepapers → then dive into Technology Guides for hands-on patterns and anti-bot handling.

Pricing & Strategy
The Blog covers pricing tactics & competitor patterns. Infographics give quick visual benchmarks.

Want to see, not read?
Videos walk through dashboards, scraping workflows and real client conversations — 3 to 8 minutes each.
Skip the reading — get the data.
Free e-commerce sample dataset delivered in 24 hours. Whatever format your team needs.







