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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
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.
Ocado Grocery Delivery data scraping- How Real-Time Grocery Data Improves Delivery Analytics and Consumer Insights
Ocado Grocery Delivery data scraping helps track pricing, delivery trends, inventory insights, and online grocery market performance.
How Businesses Use Sainsbury's Delivery Pass Data Scraping for Retail Intelligence in 2026
Sainsbury's Delivery Pass data scraping helps businesses track grocery pricing, delivery trends, subscriptions, and customer behavior insights.
How to Use Iceland Grocery Data Scraping to Track Pricing, Inventory, and Consumer Demand Trends?
Use Iceland Grocery Data Scraping to monitor grocery pricing, inventory levels, promotions, and consumer demand trends in real time.
How to Scrape US Grocery Price Trends Across Top Retail Apps in 2026 - A Multi-Platform Price Tracking & Competitor Analysis
Scrape US Grocery Price Trends Across Top Retail Apps in 2026 to track pricing, compare competitors, and monitor market shifts.
How Brands Use Swiggy Instamart Grocery Delivery Scraping API to Compare Price Then Filter Sort Low to High Product for Better Pricing Intelligence?
Use Swiggy Instamart Grocery Delivery Scraping API to track grocery prices, monitor competitors, and optimize product insights.
How to Scrape Walmart, Publix and Winn-Dixie Grocery Prices in Florida for Competitive Retail Insights?
Scrape Walmart, Publix and Winn-Dixie Grocery Prices in Florida to track pricing trends, promotions, and grocery market insights.
How Boots Health and Beauty Product Data Analytics Helps Brands Understand Consumer Trends
Unlock market trends, pricing insights, and consumer behavior with Boots health and beauty Product data analytics for smarter business decisions.
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.
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.