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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
Scrape Weekly Grocery Prices from Woolworths Australia
Learn how to Scrape Weekly Grocery Prices from Woolworths Australia to track an 18% rise in food inflation trends and uncover pricing insights.
Extract Weekly Grocery Deals From Coles Australia
Extract Weekly Grocery Deals from Coles Australia to unlock 70% quicker festive discounts, price cuts & seasonal shopping insights.
Sephora API Skincare Expansion Insights UAE & USA - Boosted Sales by 35% Across 2 Key Markets
Discover how Sephora API Skincare Expansion Insights UAE & USA helped a brand boost sales by 35% and reach new customers across key markets.
Inventory & Stock Analytics with FirstCry API – Optimize 50K+ SKUs for Seamless E-commerce Operations in India
Inventory & Stock Analytics with FirstCry API – Track and optimize 50K+ SKUs, prevent stockouts, and ensure seamless e-commerce operations across India.
How Gopuff Data Extraction - Late-Night Delivery Data Scraping US Reveal Grocery Trends?
Discover how Gopuff Data Extraction - Late-Night Delivery Data Scraping US reveal grocery trends, consumer habits, and insights for smarter retail strategies.
Shopee Product Data Scraping API - How to Unlock Southeast Asia’s E-Commerce Goldmine?
Unlock Southeast Asia’s e-commerce potential with Shopee Product Data Scraping API. Extract product insights to scale your business with data-driven decisions.
Australian Grocery Market Data Extraction for Insights
Master Australian Grocery Market Data Extraction to track pricing, analyze trends, and gain consumer insights for smarter retail decisions.
Scrape Products from E-Commerce Websites - A Complete Guide to Data Extraction for Online Retailers
Learn how to scrape products from e-commerce websites to extract pricing, reviews, and trends. Boost retail insights with data-driven decisions.
Scraping Meesho Product Data Using Python - Solving Pagination, Dynamic Loading & Block Issues
Learn Scraping Meesho product data using Python. Solve pagination, dynamic loading & block issues with step-by-step fixes for smooth data extraction.
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.