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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 Does Real-Time eCommerce Pricing Data Extraction Support Retail Arbitrage Strategies?
Real-Time eCommerce Pricing Data Extraction helps identify underpriced products, track price fluctuations, and maximize retail arbitrage profits.
How Does Web Scraping Liquor Prices by Location Help Track Market Trends?
Web scraping liquor prices by location enables businesses to track market trends, optimize pricing, and stay competitive.
How Does Real-Time Supermarkets Price Extraction in the UK Benefit Businesses?
Real-Time Supermarkets Price Extraction in the UK helps businesses analyze pricing trends, optimize strategies, and enhance competitiveness.
How Does Grocery Data Scraping for Real-Time Inventory Tracking Improve Stock Management?
Grocery data scraping for real-time inventory tracking enhances stock management by preventing shortages, reducing waste, and optimizing supply.
How Does Liquor Store Data Scraping for Price Comparison Help Businesses Stay Competitive?
Liquor store data scraping for price comparison helps businesses track competitor pricing, monitor discounts, and optimize pricing strategies.
How Will AI and Machine Learning Redefine eCommerce Web Scraping in 2025?
AI and Machine Learning will revolutionize eCommerce web scraping in 2025 by enhancing adaptability, automation, efficiency, and data accuracy.
What Are the Legal Challenges & Best Practices in eCommerce Web Scraping 2025?
Navigating legal challenges & best practices in eCommerce web scraping 2025 ensures compliance, ethical data collection, and efficiency.
How Does Web Scraping for Grocery Price Comparison Provide Real-Time Market Insights?
Web scraping for grocery price comparison delivers real-time market insights, helping consumers and businesses track pricing trends.
Why Is B2B E-Commerce Data Scraping Essential for Market Intelligence?
B2B e-commerce data scraping is essential for market intelligence, providing real-time insights on competitors, pricing, and trends.
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.