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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 Scrape Nordstrom Fashion Product Data to Enhance Your Retail Business?
Learn how to scrape Nordstrom fashion data effectively using Python and web scraping tools to boost your retail business with market insights and pricing strategies.
How to Scrape Walmart Pet Food Data for Analyzing the Pet Food Market?
Gain insights into the pet food market by scraping Walmart's data. Analyze trends, pricing, and consumer preferences for informed decisions.
Reveal the Secrets of Scraping Product Data from Target for Market Insights
Use our step-by-step guide for scraping product data from Target to retrieve pricing, reviews, and specifications for informed shopping decisions.
How to Leverage Google Chrome for Scraping Overstock's Product Data?
Scraping Overstock's product data using Google Chrome helps you gain valuable insights on prices, availability, and trends. Optimize your retail strategy today.
A Step-by-Step Guide to Extract Amazon Best Seller Listings!
Learn how to extract Amazon Best Seller listings using web scraping techniques. Extract product data for market analysis, trends, and competitive insights effectively.
How to Scrape Wayfair Product Information with Google Chrome?
Learn how to Scrape Wayfair product information using Google Chrome efficiently. Discover scraping techniques from the popular online furniture retailer for detailed product data retrieval.
Economic Pricing Strategy in 2023: A Key Mantra to Thrive Retailer's Success
Unlock retail success in 2023 with economic pricing strategy, adapt to price-conscious consumers, and thrive in a competitive market. Learn more in this insightful guide.
How to Scrape Zara Fashion Brand Data Using Python and Selenium?
Learn how to scrape Zara fashion brand data using Python and Selenium, empowering brands with trend data for a competitive edge.
How to Scrape Costco Wholesale Retail Data Using Costco API?
Effortlessly scrape Costco Wholesale retail data through the Costco API to access pricing, inventory, and consumer insights for informed business decisions. Enhance your strategy today.
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.