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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
Analyze Zomato Delivery Pricing Before Opening a Restaurant - A Complete Guide to Smarter Restaurant Launch Planning
Analyze Zomato Delivery Pricing Before Opening a Restaurant to optimize menu pricing, delivery costs, profits, and market positioning.
Flipkart Big Billion Days Price Tracking: Capturing Every Deal, Drop, and Stockout in Real Time
Big Billion Days price tracking done right - capture every deal, price drop, stockout and repricing move on Flipkart in real time. Fields and sample data inside.
Pincode-Level Flipkart Price Scraping: Why Hyperlocal Pricing Data Matters for India FMCG Brands
Pincode-level Flipkart price scraping reveals how price, delivery and stock shift across India. See the fields, sample data and workflows FMCG brands rely on.
How to Extract Flipkart Product Data with F-Assured Status, Plus Pricing, and Seller-Level Detail
Learn how to extract Flipkart product data with F-Assured status, Plus member pricing, seller-level detail and variant stock. Sample fields and workflows inside.
Why Businesses Should Scrape Weekly Zomato Restaurant Data Refreshes to Track Menu and Pricing Changes
Learn how to Scrape Weekly Zomato Restaurant Data Refreshes to monitor menus, pricing, ratings, and restaurant updates for smarter business decisions.
How Automated Product Matching by Model Number Improves Catalog Accuracy and Product Intelligence
Automated Product Matching by Model Number helps identify identical products across catalogs, improving accuracy, pricing insights, and inventory management.
How IKEA UK Product Dataset Helps Retailers Track Pricing, Inventory, and Product Trends
Access IKEA UK Product Dataset to analyze pricing, inventory, product catalogs, and retail trends for smarter business decisions.
How Small Retailers Use Quick-Commerce Pricing Data to Source at the Right Margin
Discover how small retailers use quick-commerce pricing data to optimize pricing, track competitors, improve margins, and boost sales.
How to Scrape Carrefour Egypt Prices for Product-Substitution Features in Retail Intelligence Systems
Scrape Carrefour Egypt Prices for Product-Substitution Features to track pricing, alternatives, stock availability, and retail insights.
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.