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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
Myntra Fashion & Apparel Data Scraping for Real-Time Trend Analysis and Competitive Intelligence
Myntra Fashion & Apparel Data Scraping helps brands track pricing, trends, inventory, and consumer demand for smarter retail analytics.
AJIO Fashion & Apparel Trend Data Scraping for Real-Time Market Intelligence and Competitive Analysis
AJIO Fashion & Apparel Trend Data Scraping helps brands track pricing, trends, inventory, and customer demand for smarter retail decisions.
How Does Waitrose Alcohol & Liquor Product Data Scraping Help Track Consumer Trends and Market Demand?
Waitrose Alcohol & Liquor Product Data Scraping helps brands track pricing, inventory, consumer trends, and beverage market demand.
Kroger Grocery & Pharmacy Data Scraping - Transforming Retail Intelligence and Healthcare Analytics in 2026
Kroger Grocery & Pharmacy Data Scraping helps businesses track pricing, inventory, pharmacy trends, and consumer insights in real time.
Ocado Grocery Delivery data scraping- How Real-Time Grocery Data Improves Delivery Analytics and Consumer Insights
Ocado Grocery Delivery data scraping helps track pricing, delivery trends, inventory insights, and online grocery market performance.
How Businesses Use Sainsbury's Delivery Pass Data Scraping for Retail Intelligence in 2026
Sainsbury's Delivery Pass data scraping helps businesses track grocery pricing, delivery trends, subscriptions, and customer behavior insights.
Blinkit Delhi Pin code Highest 20L Water Demand Data Scraping - Analyzing Top 50 Delhi Pin Codes for Demand Trends and Growth Opportunities
Blinkit Delhi Pin code Highest 20L Water Demand Data Scraping reveals demand trends across top 50 Delhi pin codes for smarter supply planning.
Automated Price Scraping for US Retailers - 81% ( What the Laggards Are Missing) and How to Close the Gap
Automated Price Scraping for US Retailers enables real-time price tracking, competitor analysis, and smarter pricing strategies for growth.
How AI Training Data from E-commerce Scraping Powers Building Product Classification Datasets for Better Accuracy
AI Training Data from E-commerce Scraping helps build product classification datasets for accurate, scalable, and smarter machine learning models.
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.