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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 FMCG Data from Japan Quick Commerce Apps: Optimize Pricing
Extract FMCG data from Japan Quick Commerce apps to optimize pricing and enhance competitive market strategies.
How Can You Extract FMCG Data from Japan Quick Commerce Apps for Market Insights?
Extract FMCG Data from Japan Quick Commerce Apps to gain valuable market insights and drive strategies.
How Is Web Scraping Quick Commerce Data Shaping FMCG Trends in Italy?
Web scraping quick commerce data transforms FMCG trends in Italy by providing real-time market insights.
Understanding FMCG Trends Through Scraping Quick Commerce Data in the USA
Understanding FMCG trends by scraping quick commerce data in the USA helps optimize inventory and pricing strategies.
Key Challenges in JavaScript-heavy Websites Data Scraping
Key challenges in JavaScript-heavy website data scraping include dynamic content, complex DOM, AJAX requests, and security measures.
Data Scraping from Oil Refineries Improve Operational Efficiency
Data scraping from oil refineries enhances operational efficiency and forecasting by providing real-time insights and trends.
What Are the Benefits of Using PakWheels and OLX Data Scraping for Vehicle Price Comparison?
PakWheels and OLX data scraping enables accurate vehicle price comparison across platforms for informed purchasing decisions.
What Are the Benefits of Web Scraping Using RegEx for E-Commerce Sites?
Web scraping using RegEx for e-commerce sites enables precise data extraction, improving efficiency and accuracy.
How to Extract FMCG Data from UAE Quick Commerce Apps for Market Research?
Extract FMCG data from UAE quick commerce apps to gain valuable market insights and enhance business strategies.
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.