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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
What Insights Can You Unlock with Shopee Product Data Extraction API?
Shopee Product Data Extraction API helps collect real-time product, pricing, and listing data for e-commerce insights.
What Do You Gain When You Scrape Sales And Price Data from Campus Website in Real-Time?
Scrape Sales And Price Data from the Campus Website in real time to instantly monitor pricing trends and discount updates.
How Can Web Scraping Beer Brand Data from Untappd Help You Track Consumer Preferences?
Web Scraping Beer Brand Data from Untappd provides real-time insights into reviews, ratings, pricing, and popularity trends.
How Can Web Scraping vogacloset Product Data Improve Your E-commerce Strategy?
Web Scraping vogacloset Product Data empowers e-commerce strategy through trend tracking, pricing insights, and inventory optimization.
What Makes Web Scraping Shopee App for Price & Product Data a Must-Have for Competitive Benchmarking?
Web Scraping Shopee App for Price & Product Data offers vital insights for competitive benchmarking and pricing optimization success.
How Can Castorama.pl and LeroyMerlin Product Data Scraping Improve Your Retail Strategy?
Castorama.pl and LeroyMerlin Product Data Scraping unlocks real-time insights, empowering smarter pricing, inventory, and retail decisions.
What Insights Can You Gain When You Scrape Purplle Cosmetics Product Data?
Scrape Purplle Cosmetics Product Data to uncover trends, pricing insights, customer preferences, and competitive brand intelligence.
Tesco, ASDA & Amazon UK: How Brands Use Scraping for Weekly Price Wars
Track weekly grocery price wars by scraping data from Tesco, ASDA, and Amazon UK. Gain insights into pricing trends and stay ahead in the UK retail market.
Decoding Regional Pricing Trends from Flipkart, Meesho & Amazon India
Discover hyperlocal price trends by pin code using data from Flipkart, Meesho & Amazon India. Powered by Product Data Scrape for real-time pricing intelligence.
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.