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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 to Utilize AliExpress Scraper for Collecting AliExpress Data?
AliExpress Scraper simplifies data collection from AliExpress. This blog emphasizes its use for efficient extraction of product information, prices, etc., to streamline your research and analysis.
What Makes WooCommerce Website Scraping Beneficial?
Boost e-commerce success with WooCommerce website scraping. Extract product data, optimize pricing, and gain insights for better decisions. It will streamline inventory and stay competitive.
How to Use Ecommerce Data Scraping Tools Effectively?
This blog gives insights into using ecommerce data scraping tools effectively to collect and use data to grow ecommerce businesses. Check it out to learn more.
Why Extracting Facebook Shop & Marketplace Data is a Game-Changer?
Unlock valuable insights and gain a competitive edge by extracting Facebook Shop & Marketplace data. Discover trends, optimize strategies, and make informed business decisions.
What is Digital & Physical Shelf's Role in Omnichannel Retail?
This blog explains the significance of digital and physical shelves on omnichannel retail in the modern-day e-commerce business era. Check it out to learn more.
What is the Role of Web Scraping Using Python in Modern Retail Business?
This blog is about the importance of web scraping using Python in modern retail business to provide valuable data for pricing decisions, competitor analysis, and market insights.
A Comprehensive Guide to Scrape Data from Ecommerce Website – Amazon Data Scraping
Read this blog to learn how to scrape data from an eCommerce website, taking an Example of Amazon data scraping.
What is Digital Shelf Optimization and Is It Helpful in Boosting Sales?
Digital Shelf Optimization is the key to driving sales in today's competitive online marketplace. Businesses can improve brand engagement, increase revenue, and build a loyal customer base.
What is the Role of Data Collection Services to Scrape BestBuy Product Data?
Use web scraping techniques to scrape BestBuy product data. Extract valuable information such as prices, reviews, and specifications for your data analysis and research needs.
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.
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Jump straight to the topic that matters — we tag articles, guides and resources by subject.