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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 Can Businesses Benefit from Scraping Amazon.com by EAN Code?
Scraping Amazon.com by EAN code enables businesses to gather product information, monitor competitors, analyze market trends, and optimize strategies.
What Is Price Scraping and How Does It Benefit Sellers?
Price scraping helps sellers monitor competitors' prices, implement dynamic pricing strategies, optimize profit margins, and manage inventory effectively.
How Can Scraping Walmart Product Data in Canada Enhance Market Research?
Scraping Walmart Product Data in Canada enables detailed market analysis, competitor tracking, pricing strategies, and consumer behavior insights for businesses.
How Does Scraping Data from John Lewis Help Tailoring Marketing Campaigns?
Scraping data from John Lewis helps businesses tailor marketing campaigns and improve product development strategies.
How Is the Demand for Costco Japan Dataset Reflecting Market Trends?
The Costco Japan dataset offers valuable insights into consumer behavior, market trends, and competitor strategies for strategic decision-making.
How Does Quick Commerce Data Scraping from Bigbasket and Milk Basket Enhance Inventory Management?
Quick Commerce Data Scraping from Bigbasket and Milk Basket enhances inventory management, order fulfillment, and delivery logistics, improving customer experience.
How Does Scraping Product Reviews from Amazon, BestBuy, Lululemon, and Chewy Benefit Your Business?
Scraping product reviews from Amazon, BestBuy, Lululemon, and Chewy helps analyze customer sentiments and improve products and services.
How Can Dynamic Pricing Strategy Reap Benefits from eCommerce Data Scraping?
Dynamic pricing can benefit from eCommerce data scraping by enabling real-time competitor price monitoring and informed pricing decisions.
How Can Scraping Data from the Beauty Industry Monitor Competitor Strategies?
Scraping data from the beauty industry helps businesses gain insights into consumer trends, competitor strategies, and market demands.
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.