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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 Grocery Store Deal Matching Data Scraping by UPC scan Helps Retailers Compare Pricing Across HEB, Publix, Winn-Dixie, Walmart, and Kroger?
Grocery Store Deal Matching Data Scraping by UPC scan helps track prices, promotions, and competitor deals across major grocery retailers.
How We Enabled a Brand to Optimize Pricing Analytics Using ShopRite Grocery Delivery Data Scraping
Extract grocery delivery prices, inventory, and product insights efficiently with ShopRite Grocery Delivery Data Scraping solutions.
How We Transformed a Food Brand’s Inventory Intelligence with Key Food Grocery data scraping
Key Food Grocery data scraping helps brands track grocery prices, inventory, promotions, and product trends for smarter retail decisions.
How We Transformed a Brand’s Competitive Strategy with Qoo10 Japan Ecommerce Data scraping
Qoo10 Japan Ecommerce Data scraping helps brands monitor pricing, products, sellers, and trends for smarter ecommerce decisions.
ASDA Grocery Data Scraping to Analyze Product Pricing, Promotions, and Consumer Demand Trends
ASDA Grocery Data Scraping helps track grocery prices, promotions, inventory, and competitor trends across the UK retail market.
ALDI Alcohol Product Data Scraping Analysis of Consumer Trends and Inventory Insights
ALDI Alcohol Product data Scraping helps collect pricing, inventory, product listings, and beverage market insights for smarter retail analysis.
Kaspi.kz E Commerce Data Scraping for Product Monitoring, Seller Insights, and Consumer Behavior
Kaspi.kz E Commerce Data Scraping helps businesses extract product, pricing, seller, and market insights for smarter decisions.
Reducing Returns with Myntra AND AJIO Customer Review Datasets
Analyzed Myntra and AJIO customer review datasets to identify sizing issues, helping brands reduce garment return rates by 8% through data-driven insights.
Before vs After Web Scraping - How E-Commerce Brands Unlock Real Growth
Before vs After Web Scraping: See how e-commerce brands boost growth with real-time data, pricing insights, product tracking, and smarter digital decisions.
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.