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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 E-commerce Data Scraping Service Help in Product Sourcing from Multiple Websites?
E-commerce data scraping service aids product sourcing by providing real-time product availability and pricing insights.
What Data Can You Collect by Web Scraping the ISC Website?
Web scraping the ISC website allows for collecting valuable educational data to support research and decision-making.
Why Should Scrape Popular Christmas Gifts Across Countries?
Scrape popular Christmas gifts across countries to identify trends, optimize inventory, and enhance holiday marketing strategies.
How Can Black Friday Product Data Scraping Help Analyze Discounts Across Multiple Countries?
Analyze discounts across countries by leveraging Black Friday product data scraping to uncover global shopping trends.
How Can Scraping Allegro Seller Card Data Enhance Your Price Monitoring Efforts?
Enhance price monitoring by scraping Allegro seller card data to track pricing trends and competitor strategies.
What Is the Importance of E-commerce Data Scraping from Mercado Livre and Magazine Luiza?
E-commerce data scraping from Mercado Livre and Magazine Luiza helps businesses optimize strategies, pricing, and competitiveness.
What Challenges Are Involved in Scraping Search Results from E-commerce Apps?
Scraping search results from e-commerce apps can be challenging due to anti-scraping measures, dynamic content, and legal issues.
How Can Horse Racing Data Scraping Help in Accurate Betting Predictions?
Horse racing data scraping enables accurate betting predictions by analyzing real-time race data and historical performance trends.
Why Scrape Clothing and Apparel Items on Flipkart, Amazon, and JioMart?
Scrape clothing and apparel items on Flipkart, Amazon, and JioMart to track trends, pricing, and inventory.
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.