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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 and eBay for New and Used Product Prices?
Learn how to efficiently scrape e-commerce websites for new and used product prices. Gain insights into pricing strategies and competitive analysis for better decision-making.
How to Scrape PC and Components Data from an E-Commerce Website?
Learn how to efficiently scrape PC and component data from e-commerce websites, empowering informed decisions and optimized PC builds.
How to Scrape E-Commerce Data from Ten Websites?
Efficiently scrape e-commerce data from ten websites for competitive analysis, pricing optimization, market research, and strategic decision-making. Unlock insights for business growth.
How to Scrape Amazon Reviews with Playwright and Python?
Efficiently scrape Amazon product reviews with Playwright and Python. This web scraping tutorial analyzes ratings, discovers valuable insights, and refines marketing strategies.
How to Scrape Walmart Multi-Category Product Data for Informed Insights?
Unlock valuable market insights with our guide on how to scrape Walmart multi-category product data. Enhance pricing strategies, monitor trends, and make informed decisions.
How to Scrape Fashion eCommerce Data and Harnesses Pricing Intelligence to Stay Competitive?
Discover the steps to scrape fashion eCommerce data in 2023. Harness insights and trends using pricing intelligence to stay competitive in a challenging market.
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.
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.