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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 Are the Best Practices for Scraping Data from Fantasy.top Marketplace Ethically?
Scraping data from Fantasy.top Marketplace can reveal market trends, competitor insights, and help optimize strategies for fantasy collectibles.
Why Is Web Scraping for Monitoring Amazon Product Stock Availability Essential for Retailers?
Web scraping for monitoring Amazon product stock availability is essential for real-time inventory management and competitive pricing strategies.
How Can You Extract Price and Product Review Data from Walmart, Amazon, and Target?
Extract price and product review data from Walmart, Amazon, and Target to optimize pricing, analyze trends, and enhance strategy
What Are the Best Practices for Ecommerce Inventory Management and Bookkeeping?
E-commerce inventory management and bookkeeping streamline operations, optimize stock levels, and ensure accurate financial tracking for online businesses.
How Can Scraping Data from a Particular Car Listing Website Reveal Market Trends?
Gain insights into market trends, competitive pricing, and consumer preferences efficiently by scraping data from a particular car listing website.
What Are the Best Methods to Extract Grocery Data from Blinkit and Swiggy Instamart?
Extract grocery data from Blinkit and Swiggy Instamart to optimize pricing strategies, manage inventory, and gain market insights.
What Are the Benefits of Extracting Product Listings by Pin Code from Zepto, Blinkit, and Amazon?
Extracting product listings by pin code from Zepto, Blinkit, and Amazon enables precise market analysis and tailored pricing strategies.
How Can You Effectively Scrape Swiggy Restaurant Data?
Scrape Swiggy restaurant data to analyze trends, monitor pricing, and gain insights into menu items and customer preferences.
Leverage Boodmo Homepage Data Scraping for Car Make, Model, and Year
Boodmo.com homepage data scraping for car make, model, and year streamlines automotive inventory management and market analysis.
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.