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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.
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Scrape Data From Any Ecommerce Websites
Easily scrape data from any eCommerce website to track prices, monitor competitors, and analyze product trends in real time with Real Data API.
Which are the largest grocery chains in the US?
The Hidden Side of Quick Commerce – Dark Patterns You Never Noticed
We Scraped 1,000 Liquor Products – The Most Overpriced Alcohol in the USA Exposed
Fresh Citrus Price Wars - Coles vs Aldi — What Does the Data Say?
Fresh Citrus Price Wars — Coles vs Aldi: data-driven comparison of prices, trends, and savings to see which retailer wins on value for shoppers.
Retail Inflation 2025 – Comparing Grocery Baskets in Dubai vs. Abu Dhabi (Noon)
Retail Inflation 2025 – Comparing Grocery Baskets in Dubai vs. Abu Dhabi (Noon) highlights price differences and real-world grocery costs across UAE cities.
Unlock Winning Products on Pinduoduo - How Scraping Bestseller Data Reveals Top Titles, Prices & Sales Trends
Scrape Pinduoduo bestseller data to analyze top-selling products, pricing trends, sales performance, for smarter eCommerce and intelligence 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.