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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
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.
How to Scrape Shopbop Gifts for her Data to Uncover Trendy Ideas?
Scrape Shopbop Gifts Data for her to help uncover trendy, exclusive gift ideas, providing valuable insights into fashionable presents and allowing for informed and strategic gifting decisions.
How Can SkinStore Cleaners Data Scraping Enhance Competitor Analysis?
Gain market insights, optimize product assortment, and refine pricing strategies through ethical SkinStore cleaner’s data scraping, empowering businesses to thrive in the skincare retail landscape.
What Strategies Do Businesses Formulate by Scraping Naturally Organic Baby Product Data?
Scraping Naturally Organic baby product data unlocks insights for businesses, aiding market analysis, inventory optimization, and informed decision-making in the organic baby product sector.
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.
One short email per month. No fluff.
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.