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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 Steps Involved in Scraping Wayfair Product Data?
Learn the methods of scraping Wayfair product data with a step-by-step guide. Extract insights and optimize strategies using this valuable e-commerce data source.
A Guide to Extracting Rakuten E-Commerce Platform for Deals and Discounts
Learn how to extract Rakutens e-commerce platform for valuable insights on deals and discounts. Optimize your strategy by leveraging scraped offerings for informed decisions.
How Web Scraping Liquor Data is Reshaping UK’s Online Alcohol Retail Industry?
Explore the rapid growth of alcohol eCommerce in the UK, illuminated by web scraping liquor data. Discover trends, pricing insights, and market dynamics shaping the industry.
How to Analyze the Impact of Inflation by Extracting Grocery Price Data from US Retailers?
Explore the effects of inflation on groceries by extracting grocery price data from top US retailers. Gain valuable insights into pricing trends and strategies amid economic changes.
How to Explore In-Depth Analysis of Lazada API Data Scraping?
Discover how Lazada API data scraping empowers businesses. Gain insights, automate processes, and enhance strategies by harnessing valuable e-commerce information efficiently.
How to Web Scrape Product Price Data to Amplify Your E-commerce Success?
Easily scrape product price data from diverse websites and elevate your e-commerce strategy with valuable insights for competitive advantage. Streamline pricing decisions now.
A Comprehensive Guide to Extract Product Price Data with Amazon API
Effortlessly extract product price data using Amazon API. This guide outlines steps for efficient data retrieval, empowering informed decision-making, and market insight.
How To Facilitate Product Data Extraction from E-Commerce Websites?
Leverage the power of product data extraction from e-commerce websites to collect valuable data. Enhance pricing analysis, competitor insights, and decision-making for strategic business growth.
What are the Top 5 Use Cases of E-commerce Web Scraping in 2023?
Discover how e-commerce web scraping drives pricing optimization, targeted advertising, product analysis, sentiment assessment, and lead generation for enhanced business insights and strategies in 2023.
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.
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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.