All Resources · One Hub

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.

Browse by format

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.

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
The Weekly Briefing

5 minutes, every Tuesday

What moved in e-commerce pricing, MAP enforcement, quick commerce and marketplace dynamics — drawn from our own operational data.

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Where to start

Recommended reading paths by role.

Skip ahead to what matters for your team.

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Brand & Category Leaders

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

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Engineering & Data Teams

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

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Pricing & Strategy

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

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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.

Get a free sample dataset

See the exact fields, accuracy and format — for your products, on your target sites — before you spend a rupee or a dollar.

  • Sample delivered within 24 hours
  • Scoped to your real use case, not a generic demo
  • No obligation, no long contract

Tell us what you need

A specialist replies within one business day.