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Practical guides on e-commerce data for brand, pricing and data teams
Playbooks, analysis and how-to guides on competitor pricing, MAP enforcement, quick commerce intelligence and digital shelf analytics. No fluff, no vendor-speak — written for people who actually run data programmes.
What we're writing about
Inside the intra-day pricing of India's quick commerce apps
We tracked pincode-level prices on Blinkit, Zepto and Swiggy Instamart across 6 cities for 30 days. Here's what we found about how the three platforms reprice through the day, where they diverge, and what brands should actually monitor.
Read the analysis →Recent posts
How Do Machine Learning Models Enhance Proactive Decision-Making by Web Scraping Customer Reviews Data?
WebScraping Customer review data involves extracting insights from diverse platforms, using tools to navigate anti-scraping measures, and employing analytics for actionable business intelligence
Want to Boost Your Business Strategy? Explore the Top 5 E-commerce Scraping Tools!
In this article, explore the details of the top 5 E-commerce scraping tools, offering insights into their features, usability, and how they empower businesses in data extraction.
What Insights Can You Uncover by Scraping Google Shopping Product Data Category-Wise?
Scraping Google Shopping Product Data Category-Wise unveils market trends, refines strategies, and optimizes competitiveness, empowering businesses with valuable insights for informed decision-making and strategic adaptation.
What Are the Key Steps to Scrape Walmart Product Data Category-Wise?
Efficiently scrape Walmart product data category-wise to gather valuable insights with automated scraping of Walmart product data category-wise. Enhance market analysis, pricing strategies, and inventory management for informed decision-making.
How Can Scraping Product Data from Nike.com Support Businesses Adapting to Emerging Market Trends?
Scraping product data from Nike.com enables businesses to uncover market trends, refine pricing strategies, optimize inventory, and gain a competitive edge through informed decision-making.
How Can EAN or Barcode Data Scraping Optimize Product Listings for Retailers?
EAN or barcode data scraping extracts invaluable information, optimizes product listings, enhances inventory management, and provides crucial insights for competitive analysis and strategic decision-making.
What Legal and Ethical Considerations Should You Consider When Scraping Best Selling Products Data from Retail?
Scraping best-selling product data from Retail unveils market trends, enhances competitive analysis, and informs strategic decisions, enabling businesses to stay ahead in dynamic markets.
How Does Scraping H&M Clothes Data Facilitate Seasonal and Theme Analysis?
Scraping H&M clothes data unveils trends, styles, and pricing insights, providing businesses with a strategic edge in adapting to consumer preferences and optimizing their retail strategies.
How Does Sephora’s Makeup Data Scraping Drive Innovation in the Cosmetic Industry?
Sephora’s Makeup Data Scraping transforms the cosmetic industry, offering real-time insights for innovation, personalized marketing, and competitive advantage, driving strategic growth and consumer-centric excellence.
Longer guides, playbooks and reference docs
The longer-format pieces — downloadable playbooks, comparison guides and reference material. Bookmark-worthy.
The Competitor Pricing Playbook
A 30-page guide to running a continuous competitor-pricing programme — scoping, matching, refresh cadence, and tying it to pricing decisions.
MAP Enforcement: From Detection to Takedown
The end-to-end MAP playbook covering detection, evidence gathering, takedown workflow and the legal posture brands take across regions.
India Quick Commerce: 2026 Data Report
30-day analysis of Blinkit, Zepto and Instamart across 6 cities — pricing patterns, assortment overlap, and pincode-level availability.
Managed Data vs SaaS: Buyer's Comparison
An honest comparison of managed data services vs SaaS pricing/MAP tools — when each is the right answer for brand and data teams.
Digital Shelf Metrics That Matter
A reference list of the 14 digital shelf metrics brands actually track — definitions, what they measure, and the common misreadings.
API vs CSV vs Dashboard: Picking the Right Delivery Format
How brand, pricing and data teams choose between API, file delivery and dashboard for marketplace data — with real-world trade-offs.
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E-commerce data trends, MAP enforcement tips, quick commerce moves, and one good chart — every month, written by our team. No vendor pitches in the body. Unsubscribe in one click.
Topics & tags
Jump straight to the topic that matters — we tag articles, guides and resources by subject.