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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 Benefits of Web Scraping E-Commerce Data from Shopee in Singapore and Malaysia?
Web scraping e-commerce data from Shopee in Singapore and Malaysia can enhance pricing strategies, track trends, and boost competitiveness.
How Can Online Website Data Scraping and Categorization Transform Your Business Insights?
Online website data scraping and categorization enable businesses to efficiently extract, organize, and analyze web data for strategic insights.
What are the Techniques for Web Scraping Grocery App Data from BigBasket, Blinkit, Swiggy Instamart, and Zepto?
Web scraping grocery app data from BigBasket, Blinkit, Swiggy Instamart, and Zepto enables insights into market trends and pricing.
What Are the Key Benefits of Web Scraping Grocery Data from Swiggy Instamart?
Web scraping grocery data from Swiggy Instamart provides valuable insights into pricing, inventory, and consumer trends for strategic advantage.
How Does Grocery Data Collection from Swiggy Instamart, Zepto, and Blinkit Enhance Market Insights?
Grocery data collection from Swiggy Instamart, Zepto, and Blinkit provides insights into pricing, availability, and promotions for businesses.
What Are the Benefits of E-Commerce Web Scraping from Amazon and eBay Data?
E-commerce web scraping from Amazon and eBay data enables businesses to gain insights, optimize strategies, and improve competitiveness.
What Are the Best Practices for Scraping Data from Fantasy.top Marketplace Ethically?
Scraping data from Fantasy.top Marketplace can reveal market trends, competitor insights, and help optimize strategies for fantasy collectibles.
Why Is Web Scraping for Monitoring Amazon Product Stock Availability Essential for Retailers?
Web scraping for monitoring Amazon product stock availability is essential for real-time inventory management and competitive pricing strategies.
How Can You Extract Price and Product Review Data from Walmart, Amazon, and Target?
Extract price and product review data from Walmart, Amazon, and Target to optimize pricing, analyze trends, and enhance strategy
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.