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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 Simplify the Process of Scraping H&M Product Data with Google Chrome?
Uncover trends and insights by scraping H&M product data using Google Chrome. Explore step-by-step methods for extracting valuable information and enhancing market understanding.
What Are the Key Steps in Scraping Product Data from Amazon India?
Scraping Product Data from Amazon India enables users to extract vital information, empowering data-driven decisions and insightful analysis for various purposes.
How to Scrape JD.com Product Data to Optimize E-Commerce Strategy for Chinese Markets?
Scrape JD.com product data to gain crucial insights into pricing, customer reviews, and trends, enhancing strategic decision-making and competitiveness in the e-commerce landscape.
Scrape Wish Product Data to Transform E-Commerce Operations
Scrape Wish product data to gain competitive insights, optimize pricing strategies, and refine marketing approaches, empowering informed decisions for strategic e-commerce success.
How to Scrape Etsy Product Data to Reveal Market Trends?
Gain market insights with our ethically Scrape Etsy Product Data guide. Explore pricing trends, competitor strategies, and more for informed decision-making.
How to Elevate Competitiveness by Web Scraping E-Commerce Data?
Optimize business strategies with precise insights using web scraping e-commerce data. Gain a competitive edge by harnessing valuable information for informed decision-making and market analysis.
Scrape AJIO Product Data To Reveal Retail Insights for Strategic Business Growth
Scrape AJIO product data for a competitive edge. Extract valuable insights on prices, inventory, and trends, empowering informed decisions and strategic market positioning.
What are the Strategies to Scrape Meesho Product Data for Data-Driven Decisions?
Scrape Meesho product data to gain valuable insights into trends, pricing, and competitor activities, empowering informed decisions for a competitive advantage and strategic market positioning.
Scrape Taobao Data with Python to Propel Your Business with Strategic Insights
Efficiently scrape Taobao data with Python for unparalleled business insights. Collect pricing, trends, and reviews responsibly, gaining a competitive edge in the dynamic e-commerce landscape.
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.