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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
How to Scrape Myntra Product Data to Unlock Fashion Trends?
Scrape Myntra product data effortlessly for trend analysis, competitor insights, and optimized strategies. Elevate your e-commerce game with valuable information for informed decision-making.
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Learn how to efficiently scrape dynamic eCommerce websites with Python for insightful pricing, product, and market research.
How to Scrape Walgreens with Python for Retail Data Analysis?
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How to Maximize Price Tracking Strategies with eBay Price Tracker?
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Is Black Friday Worth Waiting? Know By Scraping Black Friday Deals
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A Stepwise Guide to Scrape Gap.com Using Python for Revealing Fashion Trends
Scrape Gap.com using Python to extract product details, prices, and ratings for analysis, enabling informed decision-making and market research.
How to Scrape H&M Products Using Python and Beautiful Soup for Price Monitoring?
This tutorial helps you scrape H&M product data with Python and Beautiful Soup and collect prices, trends, and insights for informed shopping.
How to Scrape Decathlon Using Playwright in Python for Product Data Retrieval?
Learn to scrape Decathlon with Playwright in Python. Extract product data efficiently and gain insights for informed decisions. Essential web scraping guide.
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.