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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 Businesses Leverage Uline.ca Pricing Intelligence Using Web Scraping to Turn Product Data into Actionable Insights
Uline.ca Pricing Intelligence Using Web Scraping helps businesses track price trends, monitor competitors, and optimize pricing strategies with accurate, real-time data insights.
Building a Smart Shopping List with Aisle Numbers Using Grocery Store Data APIs
Build a smart shopping list with aisle numbers using Grocery Store Data APIs to optimize trips, find products faster, and enhance shopping efficiency.
Detecting Early Product Failure Using Product Survival Analysis on Meesho
Product Survival Analysis on Meesho examines how long listings stay active, identify drop-off points, and reveal factors like pricing, ratings, and demand that impact product longevity.
Challenges of Pincode-Level Data Analytics in Quick Commerce & How APIs Solve
Challenges of Pincode-Level Data Analytics in Quick Commerce & How APIs Solve demand forecasting, data accuracy and scalable delivery decisions efficiently.
How Product Mapping Using Amazon Search API Improves Market Intelligence?
Product Mapping Using Amazon Search API helps brands connect listings, track competitors, and improve market intelligence with accurate, real-time product insights.
How Brands Use Web Image Scraping for Visual Product Intelligence?
Web Image Scraping for Visual Product Intelligence helps brands analyze product images, detect trends, and gain visual insights for smarter market decisions.
Tracking Competitor Electronics Listings on Vinted UK with Web Data
Tracking competitor electronics listings on Vinted UK with web data to monitor pricing, availability, and resale trends in real time.
Quick Commerce Market Insights Datasets from Swiggy Instamart's 2026
Market Insights Datasets from Swiggy Instamart\'s 2026 reveal SKU-level pricing, demand trends, and competitive signals to support smarter retail and pricing decisions.
Scraping Pinduoduo Bestsellers Product Data - Titles, Categories, Prices, Sales & Reviews
Scraping Pinduoduo Bestsellers Product Data helps track top-selling items, pricing trends, and competitive insights across China’s leading eCommerce platform.
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.