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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 Scrape South Korea eCommerce Competitive Data (Coupang/Naver) for Smart Pricing & Product Benchmarking?
Scrape South Korea eCommerce Competitive Data (Coupang/Naver) to track prices, monitor trends, and optimize product strategy with smart benchmarking tools.
How JioMart Groceries Market Analysis Using Scraped Datasets Helps Solve Stocking and Supply Chain Inefficiencies?
JioMart Groceries Market Analysis Using Scraped Datasets reveals insights to fix supply chain delays, stockouts, and optimize regional grocery inventory.
Daily Product and Price Scraping from Woolworths - A Smarter Way to Track Discounts, Stockouts, and Promotions
Daily Product and Price Scraping from Woolworths helps track discounts, monitor stockouts, and analyze promotions in real time for smarter retail decisions.
Scrape FirstCry Private Label vs Pampers Diaper Prices Data to Uncover the Best Value for New Parents
Scrape FirstCry private label vs Pampers diaper prices data to compare costs, analyze value, and help new parents choose smarter with real-time pricing insights.
Web Scraping Diaper Offers Pampers vs Huggies in 2025 - Who Wins the Price Battle?
Web Scraping Diaper Offers Pampers vs Huggies in 2025 reveals the best deals, pricing trends, and which brand offers better value for parents in 2025.
Coles Product Scraper for Price Comparison - Save More on Groceries in Australia
Discover how a Coles Product Scraper for Price Comparison helps Australian shoppers track grocery prices, compare deals, and save more every week effortlessly.
Scraping Google Shopping for E-commerce Insights - How to Stay Ahead of Competitors
Learn how Scraping Google Shopping for E-commerce Insights helps brands track competitors, adjust prices, and make data-driven decisions for lasting e-commerce success.
Zara Pricing Intelligence Dataset by Category - How to Benchmark Competitors and Optimize Your Own Pricing
Discover how the Zara Pricing Intelligence Dataset by Category helps you benchmark competitors, analyze pricing trends, and optimize your retail pricing strategy smartly.
How an Aldi Grocery Scraper API for Real-Time Prices Solves Hidden Grocery Markup Problems?
Use an Aldi grocery scraper API for real-time prices to uncover hidden grocery markups, track true price shifts, and boost savings with transparent pricing data.
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.