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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
Scrape Products from Shoes.com to Help Identifying Emerging Market Trends?
Scrape products from Shoes.com to gain a competitive edge. Collect pricing insights, analyze product assortment, and stay informed about market trends for strategic decision-making and business growth.
How Does Scraping Shopee and Lazada Product Review Data Impact Decision-Making?
Unlock consumer sentiments and strategic insights by Scraping Shopee and Lazada product review data. Informed decisions for businesses navigating the dynamic e-commerce landscape start here.
How Can Overstock Product Data Scraping Helps Boost Your Success Strategies?
Overstock product data scraping empowers businesses with competitive insights. Extract pricing trends, inventory details, and market dynamics to optimize strategies and gain a decisive edge in e-commerce."
How Can ModCloth Dress Data Scraping Help in Inventory Management Decisions?
Elevate your fashion retail strategy with ModCloth Dresses Data Scraping. Uncover trends, refine pricing, and personalize marketing for a competitive edge in the dynamic world of fashion retail.
How Can Walmart Product Catalog Scraping Shape Dynamic Pricing Strategies?
Elevate your retail strategy with Walmart Product Catalog Scraping. Gain insights into pricing, inventory, and market trends, empowering informed decisions for a competitive edge in e-commerce.
How to Scrape Mercari Products Data to Maximize Business Potential?
Scrape Mercari products data to gain invaluable e-commerce insights, enabling strategic decision-making, innovation, and optimization across various operations in the dynamic online marketplace.
Scrape Meesho, Myntra, Amazon India, Flipkart, and AJIO Price Data for Retail Strategies
Scrape Meesho, Myntra, Amazon India, Flipkart, and AJIO price data to uncover market trends and competitive insights and optimize strategies for enhanced business intelligence and decision-making.
Scrape Tmall Products Data to Empower Strategic Decision-Making in E-Commerce
Scrape Tmall Products Data to gain insights into market trends, optimize pricing strategies, and enhance competitiveness, fostering strategic decision-making in the dynamic e-commerce landscape.
How to Scrape Shopee Product Data for Inventory Optimization?
Scrape Shopee product data for unparalleled e-commerce insights. Extract pricing trends, competitor strategies, and customer sentiments, empowering strategic decision-making and market dominance.
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.