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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 Scraping Amazon Stock & Assortment Data Drives Category Insights?
Unlock smarter retail decisions! Learn how scraping Amazon stock & assortment data helps brands analyze trends, optimize inventory, and boost category performance.'
Scrape Regional Grocery Price Data from Blinkit & Zepto – Blinkit 5% Cheaper, Zepto 10% Price Volatility
Scrape regional grocery price data from Blinkit & Zepto to track pricing trends, identify discounts, and analyze 5% cheaper Blinkit vs 10% Zepto volatility.
How to Extract European Grocery Product Data from HEMA and Woolworths to Unlock Grocery Trends & Consumer Insights in 2025?
Gain a competitive edge in 2025 by extract European grocery product data from HEMA and Woolworths for trends, demand, and pricing analysis.
Scrape Amazon and Walmart USA Daily Prices - AI-Powered Price Tracking for Smart Shoppers in 2025
Scrape Amazon and Walmart USA daily prices with AI to track real-time deals, monitor price drops, and help 2025 shoppers save smarter.
How Grocery Delivery Data Scraping API For US Supermarkets Boosts Revenue Up to 20%?
Boost sales by 20% with Grocery Delivery Data Scraping API for US Supermarkets. Real-time price, stock & demand intelligence.
Explore the 9 Days of Navratri trends with the Navratri Fashion Dataset from Myntra and Meesho 2025—curated Sarees, Lehengas, and Kurtis
Explore the 9 Days of Navratri trends with the Navratri Fashion Dataset from Myntra and Meesho 2025—featuring curated Sarees, Lehengas, and Kurtis.
Monitor Pricing Trends and Hidden Markups Using Real-Time Grocery Price Monitoring API for Aldi and Walmart
Get real-time insights on stock, pricing, and deals across Aldi and Walmart with Real-Time Grocery Price Monitoring API for Aldi and Walmart.
Unlock 90-Day SKU & Discount Trends – Scrape Flipkart Big Billion Days Deals India
Unlock insights from Flipkart Festival Sales by analyzing 90-day SKU and discount trends. Scrape Flipkart Big Billion Days Deals India for data-driven strategies.
Extract Kmart Retail Locations USA – 2025 Dataset
Use the Kmart Store Locations Dataset 2025 to extract Kmart retail locations USA and track all 31 surviving outlets nationwide with accurate data.
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.