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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
Why Is It Important to Scrape BJ's Wholesale Club Grocery Product Information Data in Today's Retail Market?
Scrape BJ's Wholesale Club grocery product information data to efficiently gain pricing, availability, and trend insights.
What Are the Benefits of Web Scraping Grocery Data from Lotus's Website for FMCG Companies?
Web scraping grocery data from Lotus's website helps FMCG companies effectively monitor trends, pricing, and competitor strategies.
How Does the Kogan Seller Product Data Scraping API Help Optimize Pricing and Inventory Management?
The Kogan Seller Product Data Scraping API helps optimize pricing strategies and inventory management with real-time data.
Real-Time FMCG Price Intelligence in USA Using Walmart & Amazon
Discover how brands use real-time price scraping from Walmart & Amazon USA to optimize FMCG pricing, discounts, and promotions with actionable data insights.
Why Retailers in the US & India Use Web Scraping to Win the Buy Box?
Discover how retailers in the US & India use web scraping to track pricing, inventory, and competitor data to win the Buy Box on Amazon and Flipkart.
How UAE Brands Optimize Pricing with Talabat & Carrefour Scraped Data?
Discover how UAE brands optimize pricing using scraped data from Talabat and Carrefour. Real-time insights help drive offers, shelf pricing, and discount strategies.
How Does Scraping Pinduoduo Product Data Help Identify Emerging Market Trends?
Scraping Pinduoduo product data helps businesses spot emerging market trends, allowing timely adjustments and strategic decisions.
How Can You Scrape Jewelry Data Like Image, Price, and Karat for Better Market Insights?
Scrape jewelry data such as images, prices, and karat details to gain valuable market insights and trends.
What Insights Can You Gain From the Quick Commerce Product Dataset From Zepto?
The Quick Commerce Product Dataset from Zepto provides valuable insights into consumer behavior and market 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.
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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.
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Jump straight to the topic that matters — we tag articles, guides and resources by subject.