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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
Extract Amazon Seasonal Fashion Datasets for Market Research – 1M+ Fashion Products
Extract Amazon Seasonal Fashion Datasets for Market Research and gain insights from 1M+ products to analyze trends, pricing, demand shifts, and top sellers.
Scrape Gaming Accessories Data from Flipkart, Amazon & Snapdeal – Extract Live Data on Gaming Gear Instantly
Scrape Gaming Accessories Data from Flipkart, Amazon & Snapdeal to track prices, trends & availability. Extract real- time insights for smarter eCommerce decisions.
Price Scraping for Skincare & Makeup Products on Amazon - Track Discounts, Optimize Pricing & Beat the Beauty Algorithm
Price Scraping for Skincare & Makeup Products on Amazon - Track Discounts, Optimize Pricing & Beat the Beauty Algorithm
Festival Jewellery Trend Analysis via Web Scraping - Tracking Raksha Bandhan 2025 Jewellery Preferences Across Online Platforms
Festival Jewellery Trend Analysis via Web Scraping helps brands track Raksha Bandhan 2025 trends, pricing shifts, and popular SKUs across Indian e-commerce platforms in real time.
2025 Italian Wine Trend Tracker via Scraping - Old World Reds & Whites Make a Bold Return
Explore how the 2025 Italian Wine Trend Tracker via Scraping reveals the resurgence of Old World reds & whites dominating global eCommerce platforms.
How Web Scraping Hema.nl Grocery Delivery Trends Dataset for Netherlands Reveals Regional Consumer Buying Behaviors?
Discover how web scraping Hema.nl grocery delivery trends Dataset For Netherlands helps decode regional buying patterns and optimize grocery retail strategies.
How Hema.nl and Emag Product Data Scraping for Retail Insights Helps Optimize Product Positioning?
Learn how Hema.nl and Emag Product Data Scraping for Retail Insights empowers brands to fine-tune pricing, positioning, and market strategy across regions.
How Ultra-Fast Delivery Pricing Dataset for Retail Insights Helps Optimize Dynamic Pricing in Real-Time Delivery Apps?
Discover how Ultra-Fast Delivery Pricing Dataset for Retail Insights empowers delivery apps to implement real-time dynamic pricing and improve retail competitiveness.
Scrape Baby Clothing Prices from Agabang Korea – Babywear Trends & Stock Monitoring Insights
Agabang Babywear Trends in Korea: Scrape Baby Clothing Prices from Agabang Korea for Pricing & Stock Monitoring Insights
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.
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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.