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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
Kaspi.kz Product Data Scraping for Competitive Intelligence - Scrape Products Data from Kaspi.kz to Track 10,000+ Prices & SKUs
Gain competitive intelligence by Scrape Products Data from Kaspi.kz to track 10,000+ prices and SKUs, enabling accurate pricing analysis and market trend monitoring.
Automated AliExpress Data Extraction – Tracking 500K Daily Price Changes Across Global Sellers for Smarter E-Commerce Decisions
Monitor 500K+ daily price changes with Automated AliExpress Data Extraction, delivering real-time product, seller, and trend insights for smarter e-commerce decisions.
Naver Web Scraping with Python - Extract Search, Product, Image & Ad Data
Naver web scraping with Python to extract search results, product listings, images, and ad data for market research and insights.
How to Use a Zara API to Extract Real-Time Product & Pricing Data?
Learn how to use a Zara API to extract real-time product and pricing data, enabling accurate inventory tracking, competitor analysis, and dynamic pricing decisions.
Best Buy vs Walmart Price Comparison Data - Real-Time Trends & Competitor Insight
Analyze Best Buy vs Walmart Price Comparison Data in real-time to track trends, monitor competitor pricing, and gain actionable insights for smarter retail strategies.
How to Collect Real-Time Car Rental Data from DiscoverCars.com in 2025?
Learn how to collect Real-Time Car Rental Data from DiscoverCars.com in 2025 using automated scraping, APIs, and analytics for pricing, availability, and market insights.
How to Use Web Scraping to Extract and Analyze Best Buy Product Data – Track 5,000+ SKUs in Real Time
Extract real-time Best Buy product data using web scraping. Track 5,000+ SKUs to monitor prices, ratings, discounts, and stock for smarter business decisions.
Scrape Price History for Health & Beauty Items - Target, Amazon, and Walmart
Scrape Price History for Health & Beauty Items across Target, Amazon, and Walmart. Monitor discounts, ratings, and sales to optimize pricing and maximize profits.
How to Use Price Data for Supermarket Items - Track 10,000+ Products for Competitive Pricing?
Analyze How to Use Price Data for Supermarket Items to gain a competitive edge. Track 10,000+ products to optimize pricing, increase sales, and maximize profits.
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.
Topics & tags
Jump straight to the topic that matters — we tag articles, guides and resources by subject.