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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
Progress Of Amazon Fashion Product Assortment In The US
We collected our insights on over 1 Million Amazon Fashion products for both men and women from the platform in 2 steps for clothing product assortment in the US.
Dropping Pricing Advantage Of Amazon In Recent Holiday Seasons.
Amazon's pricing advantage has dropped in a few significant categories compared to the recent few years in the eCommerce industry due to the increasing competition.
Quick Commerce in 2023: The World Of Instant Delivery
Quick Commerce is a logistics and sales process that boosts the supply chain ecosystem and boosts eCommerce businesses to shop for products within 24 hours.
Prime Day India 2022 –Insights of 2-Day Annual Shopping Festival By Amazon
Check out much-awaited statistics, Sales Deals, and Data Analysis of Amazon Prime Day India Festival 2022 for eCommerce Players, the 2-day Event in this post.
The Booming Grocery Delivery Demand After the COVID Outbreak
Online grocery delivery service industry has shown massive demand after the pandemic in 2020-2021, and the trend of the delivery system continues to grow.
How FMCG Brands are Benefitting from Digital Shelf Insights
How digital shelf analytics can help FMCG brands to lead the eCommerce market. The analysis is done based on availability, manufacturers, and discounts.
Generating the 2022 Black Friday Record Sales Data with Who, What, and How
With Productdatascrape.com data analytics, know which retailer, product, or categories were the key players in this Black Friday.
How to Scrape Walmart, Publix and Winn-Dixie Grocery Prices in Florida for Competitive Retail Insights?
Scrape Walmart, Publix and Winn-Dixie Grocery Prices in Florida to track pricing trends, promotions, and grocery market insights.
How Boots Health and Beauty Product Data Analytics Helps Brands Understand Consumer Trends
Unlock market trends, pricing insights, and consumer behavior with Boots health and beauty Product data analytics for smarter business decisions.
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.