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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
Step-by-Step Guide to Extract Business Listings Data from Google Maps Easily
Learn a step-by-step approach to extract business listings data from Google Maps easily, enabling efficient market research, lead generation, and competitive analysis.
How Businesses extract liquor product details USA for Alcohol Data Scraping, Competitive Pricing & Market Trends
Learn how businesses extract liquor product details USA to perform alcohol data scraping, analyze prices, track competitors, and uncover key market trends.
How to Extract Coupon & Cashback Data from GrabOn and CashKaro for Market Insights?
Unlock real savings data by extracting coupon and cashback insights from GrabOn and CashKaro to track trends, compare offers, and optimize user conversions.
How to Extract Foodpanda Data for Demand Prediction - City Clustering Strategies That Work
Learn how to extract Foodpanda data for demand prediction using smart city clustering strategies to improve accuracy, optimize operations, and boost profitability.
Black Friday Insights - Analyze Discounts When Scrape Product Price Drops During Black Friday Sales on Amazon & Flipkart
Discover real discount trends this Black Friday by Scrape product price drops during Black Friday sales on Amazon & Flipkart to optimize pricing strategies.
How to Extract Kaufland and Aldi Store Locations for Retail Expansion Insights?
Learn how to extract Kaufland and Aldi store locations using location data scraping to gain retail expansion insights, track competitors.
How Businesses Gain a Competitive Edge When They Extract Any eCommerce Website for Price Matching?
Discover how businesses boost competitiveness when they extract any eCommerce website for price matching, enabling smarter pricing, insights, and growth.
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Custom Scraper or API That Can Extract Product Info from Zara, H&M, ASOS & Other Fashion Retailers
Learn how a custom scraper or API can extract product info from Zara, H&M, ASOS, and other fashion retailers for analytics and e-commerce insights.
How to Use Real-Time RedMart Grocery Data Scraping for Singapore to Take Smarter Decisions?
Learn how to scrape real-time RedMart grocery data for Singapore to track trends, monitor prices, and make smarter, data-driven business decisions.
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.