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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 Retailers Need to Scrape Quick Commerce Price Battle — Fruits & Vegetables in Pune and Mumbai for Real-Time Grocery Intelligence
Scrape Quick Commerce Price Battle — Fruits & Vegetables in Pune and Mumbai to track prices, discounts, and hyperlocal demand.
How to Extract Amazon Seller Central Product Data to Solve Inventory Mismatch Problems
Extract Amazon Seller Central product data accurately to manage inventory, pricing, listings, and improve marketplace performance efficiently.
How Winn-Dixie Fresh Grocery Data Scraping Helps Retailers Solve Grocery Demand Forecasting and Pricing Issues
Winn-Dixie Fresh Grocery Data Scraping helps track grocery pricing, inventory, discounts, and consumer trends in real time.
How Q-Commerce Brands Use Q-Commerce Chocolate Data Scraping in India to Track Prices, Availability & Consumer Demand?
Unlock real-time confectionery insights with Q-Commerce Chocolate Data Scraping in India for pricing, stock, trends, and competitor tracking.
How Retail Brands Use Instamart Data Scrapping from Mobile App for Real-Time Grocery Intelligence
Instamart Data Scrapping from Mobile App helps track pricing, inventory, product trends, and grocery market intelligence in real time.
How Scrape Daily Product Demand Prediction in BigBasket Helps Optimize Grocery Supply Chains?
Discover how Scrape Daily Product Demand Prediction in BigBasket improves inventory planning, forecasting, and grocery supply chain efficiency.
Scrape Kaspi.kz Beauty Category Data for Korean Skincare Brands - Unlocking Skincare, Serums, Creams & Cleanser Intelligence for Market Growth
Scrape Kaspi.kz Beauty Category Data for Korean Skincare Brands to unlock skincare, serums, creams & cleanser intelligence for growth.
Best Buy Data Electronics Brands Pricing Tracking in US Stores - How Retailers Track Samsung, Apple, Sony, LG, HP & Dell for Competitive Intelligence
Best Buy Data Electronics Brands Pricing Tracking in US Stores helps businesses monitor Samsung, Apple, Sony, LG, HP & Dell pricing trends.
Real-Time Shopee Product Data Scraping - Pricing Plans, Sample Output & API Documentation Guide for E-Commerce Intelligence
Real-Time Shopee Product Data Scraping with pricing plans, API documentation, and sample outputs for smarter e-commerce analytics.
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.