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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 Use Data Scraping and Cleaning to Do Amazon Competitor Research?
This post explains how to use data scraping and cleaning for Amazon competitor research and make necessary business and marketing strategy changes. Check it for more.
What are the Major Challenges and Benefits of Amazon Data Scraping?
This blog describes the significant challenges and benefits of Amazon data scraping. It also explains the process of scraping data from the leading e-commerce website.
How to Find a Reliable Supplier on the Alibaba Platform Using Data Scraping?
This blog explains the process of scraping Alibaba product data and using it to find reliable suppliers using data analysis and cleaning the data for online business.
The Ultimate Guide To Using Price Optimization To Increase Sales
This blog describes the ultimate guide for price optimization to increase sales in the e-commerce business and its essential factors and working process.
What is the Importance of Dynamic Pricing Strategies in E-commerce Business?
This article explains the importance of dynamic pricing strategies for ecommerce businesses and how they can help retailers to generate more revenue effectively.
Overcoming the Top Challenges in Competitor Price Monitoring for Complex Products
This blog explains the challenges of competitor price monitoring for products with multiple variants with advantages and features. Read and use them for your business.
Top 3 Key Components to Include in Competitive Price Intelligence Report
In this blog, we've explained the top 3 key factors to include in a competitive price intelligence report, briefly describing various pricing strategies; check it.
Discover the Top 8 Ways Ecommerce Businesses Can Use Web Scraping in 2023
This blog is all about the top 8 use cases of web scraping that ecommerce businesses can use to grow their retail business in the evergrowing competitive market.
How Can Amazon Data Scraping Help You Decide the Right Price for Your Products?
This blog explains how Amazon data scraping can help you decide the right price for your ecommerce products and how Amazon data collection services can help you.
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.