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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 Amazon Product Category Without Getting Blocked?
Efficiently scrape Amazon product categories with our step-by-step guide and access valuable e-commerce data for market insights and competitive analysis.
How to Monitor Wayfair Pricing History using Wayfair Data Scraping?
Monitor Wayfair pricing history using Wayfair data scraping and gain insights, making informed pricing decisions with accurate historical pricing information.
How to Effectively Scrape Data from effi.com.co?
Learn how to scrape data from effi.com.co efficiently, gaining insights for informed decisions and optimizing your operations quickly.
A Comprehensive Guide to Web Scraping, Regression, and Machine Learning for Used Cars
Explore the fusion of web scraping techniques, regression analysis, and machine learning for used car prices with precision and insight. Uncover valuable strategies.
How to Scrape Amazon Prices Data Using Python?
Learn how to scrape Amazon prices data using Python. Gain valuable insights, monitor competitors, and optimize pricing strategies with this step-by-step guide for eCommerce success.
How to Scrape Fashion Product Data from E-Commerce Websites to Maximize Business Insights?
Scrape e-commerce product data to unlock market insights. Monitor trends, pricing, and competition for informed decisions and strategic advantage.
How to Scrape Debenhams Women's Wedding Collections with A Playwright Python?
Scrape Debenhams women's wedding collections with A Playwright Python to uncover fashion insights. Access product details and trends from this renowned retailer efficiently.
How to Enhance Your E-Commerce Strategy by Scraping Amazon Price Based on EAN?
This blog details scraping Amazon prices based on EAN to provide competitive insights, optimize pricing strategies, and enhance e-commerce decision-making with real-time and accurate pricing data.
How to Use Python and BeautifulSoup for Flipkart Product Data Scraping?
Learn how to scrape Flipkart data using Python and BeautifulSoup. Extract product data, prices, and more with this step-by-step tutorial for effective data gathering.
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.
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Jump straight to the topic that matters — we tag articles, guides and resources by subject.