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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 Key Metrics Can Be Collected Through Online Alcohol Sales Data Scraping?
Online Alcohol Sales Data Scraping collects pricing trends, inventory levels, customer reviews, product availability, regional demand, and competitor strategies.
How Do Businesses Use Lazada Category-Wise Data Extraction for Market Analysis?
Lazada category-wise data extraction helps businesses analyze market trends, track demand, and optimize product strategies effectively.
What Role Does Quick Commerce Data Scraping Plays for FMCG Price Trends in Canada?
Quick Commerce Data Scraping for FMCG Price Trends in Canada helps businesses analyze pricing, competition, and market trends efficiently.
What Are the Applications of Scraping Grocery Price Data in Canada and the US?
Scraping Grocery Price Data in Canada and the US helps track prices, analyze trends, optimize inventory, and enhance competitiveness.
How Does Web Scraping Meesho E-Commerce Product Data Help in Brand Monitoring?
Web scraping Meesho e-commerce product data helps brands track competitor pricing, reviews, and best-selling products for market insights.
What Challenges Do Businesses Face While Scraping Quick Commerce Platforms in Italy?
Businesses face legal compliance, website restrictions, data accuracy issues, high costs, and evolving platform structures while Scraping Quick Commerce Platforms in Italy.
How Can Quick Commerce Data Scraping Germany Help Optimize Inventory Management?
Quick Commerce Data Scraping Germany helps optimize inventory management by tracking stock levels and predicting demand trends.
How Can Businesses Leverage Quick Commerce Data Scraping to Predict FMCG Trends in China?
Quick commerce data scraping helps predict FMCG trends in China by analyzing consumer behavior and market shifts.
How Can Grocery Data Scraping with Zepto and Blinkit Help Understand Regional Demand Trends?
Grocery data scraping with Zepto and Blinkit helps analyze regional demand trends for targeted insights.
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.
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