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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
Why Should Entrepreneurs Use eCommerce Scrapers?
This blog explains why entrepreneurs should use eCommerce scrapers for their online store businesses. Do check out the benefits of eCommerce data scraping.
What are the Major Web Data Scraping Challenges?
Here is the list of the top web data scraping challenges that most businesses experience while scraping data from target websites. Check out to know more.
What are the Advantages and Disadvantages of Web Data Scraping?
in this blog, we have shared the advantages and disadvantages of web data scraping with brief explanations and examples. Read to know more.
A Tutorial to Study Local Competition Using Geographic Competitive Analysis Approach
Currently, learning about competitors in the market is the primary importance. As such, study Competitive Analysis Approach, its advantages, and other information in this tutorial.
What is the Future of Social Commerce? The Revolving Social e-commerce
Learn the meaning, revolution, and future of Social Commerce and its role in brand promotion and marketing. Contact Product Data Scrape to learn more.
How to Map E-Commerce Products Taxonomy Using Artificial Intelligence?
Usually, these filtrations follow hierarchical patterns to place the product in the categories. We call this e-commerce product category hierarchy a product taxonomy.
What’s the Role of AI-Powered Pricing Intelligence with Product Matching in eCommerce Business?
Natural, affordable, and time-saving product matching processes based on AI help grow business significantly. Contact Product Data Scrape to learn more about the process.
The Top 5 Effective Ways To Manage Inventory And Stock Availability
Tracking the stock availability can have an impact on conversion and sales. Retail sellers can avoid losses by minimizing understock and overstock conditions in stores.
Health And Beauty On Black Friday: Studying Pricing Strategies Of Leading US Retailers
Product Data Scrape performs a detailed study of the product and pricing strategies of Health and Beauty related e-commerce products during the Black Friday event.
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.