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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
Extract Book Reviews and Price Data from Rakuten Books and Yahoo Japan
Learn how to Extract Book Reviews and Price Data from Rakuten Books and Yahoo Japan to gain actionable market insights, track trends, and optimize sales strategies.
Scrape Quick Commerce Data from 10-Minute Delivery Apps
Explore how Scrape Quick Commerce Data from 10-Minute Delivery Apps to gain actionable insights, optimize operations, and shape the future of instant delivery services.
How to Extract Amazon Ranking Fluctuations During Festival Sales?
Discover how to extract Amazon ranking fluctuations during festival sales to track product visibility, optimize listings, and boost conversions.
Scrape Bestselling Electronics Products from Coupang Korea
Scrape Bestselling Electronics Products from Coupang Korea to track weekly trends, analyze prices, and monitor top-performing categories in real time.
How to Scrape Skincare Product Reviews – Pilgrim vs Plum vs WOW to Benchmark Performance?
Learn how to scrape skincare product reviews – Pilgrim vs Plum vs WOW to benchmark performance, analyze trends, and optimize your beauty product strategy.
How to Scrape Top Grocery SKUs from Flipkart Minutes Daily for Smarter Inventory & Pricing Decisions?
Learn how to scrape top grocery SKUs from Flipkart minutes daily to optimize inventory, track best-sellers, and make smarter pricing decisions.
Real-Time Market Insights - Scrape Rakuten Japan Product Prices for Electronics, Toys & Cosmetics
Monitor and analyze market trends with Scrape Rakuten Japan Product Prices for Electronics, Toys & Cosmetics. Track discounts, optimize pricing, and boost sales.
Scrape Babyhug & Mamaearth Pricing from FirstCry and Amazon – Compare Pricing, Visibility & Reviews
Track market trends and optimize strategies by using Scrape Babyhug & Mamaearth Pricing from FirstCry and Amazon for pricing, visibility, and reviews.
Extract Weekly Top-Selling Anime Figures from AmiAmi, Mandarake, and Rakuten
Extract weekly top-selling anime figures from AmiAmi, Mandarake, and Rakuten to analyze market trends, track demand
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.