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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 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 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.
Real Time Australia Coles & Woolworths Pricing Tracking to Eliminate Manual Price Monitoring and Improve Margins
Real Time Australia Coles & Woolworths Pricing Tracking helps businesses monitor prices, promotions, stock availability, and market trends.
How DMart Ready Quick Commerce Data Scraping Helps Brands Track Pricing, Inventory, and Delivery Trends
DMart Ready Quick Commerce Data Scraping helps businesses track pricing, inventory, delivery trends, and competitor insights in real time.
Extract Wilko Ecommerce Product Price Data to Improve Ecommerce Analytics and Pricing Strategies
Extract Wilko Ecommerce Product Price Data to monitor pricing trends, inventory updates, and competitor insights for smarter retail decisions.
How Brands Track Pricing, Inventory, and Market Trends in 2026 Using Walmart Ecommerce Product Data Scraping
Walmart Ecommerce Product Data Scraping helps businesses monitor prices, products, reviews, and inventory for smarter retail decisions.
Leroy Merlin Furniture & Home Decor Data Scraping - How Retailers Track Home Improvement Trends and Pricing Intelligence
Leroy Merlin Furniture & Home Decor Data Scraping helps track pricing, inventory, product trends, and home retail market insights.
Scraping Poundland Retail Industry Data - How Businesses Monitor Product Pricing, Inventory, and Competitive Insights
Scraping Poundland Retail Industry Data helps track pricing, inventory, consumer trends, and discount retail market intelligence.
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.