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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
Tracking Daily Price Drops from Amazon & Walmart USA Using AI
Discover how Product Data Scrape uses AI to track daily price drops on Amazon and Walmart USA, offering real-time pricing insights and competitive advantage.
Scrape Fashion SKU Listings Product from Myntra & SHEIN - Tracking Online Fashion SKU Explosion (2016–2025)
Scrape Fashion SKU Listings Product from Myntra & SHEIN to track the massive online fashion SKU explosion from 2016–2025 using reliable e-commerce scraping datasets.
Scraping Top-Selling Products from Tokopedia - A Problem-Solving Guide for E-commerce Sellers
Discover how Scraping Top-Selling Products from Tokopedia helps e-commerce sellers solve stock issues, track bestsellers, and boost profits with real-time insights.
Scrape Wine-Searcher Website for Alcohol Data to Monitor Global Wine Trends and Inventory
Scrape Wine-Searcher Website for Alcohol Data to track global wine trends, monitor inventory shifts, and gain real-time alcohol pricing insights for better decisions.
How Scrape Grocery Store Product Listings with Address & Price - Walmart, Aldi & Amazon Datasets
Scrape Grocery Store Product Listings with Address & Price to analyze Walmart, Aldi & Amazon grocery datasets for smarter pricing, local stock & market trends.
How Extract Top Selling Grocery Product Data From Kroger to Tackle Assortment Gaps & Pricing Wars
Learn how to Extract Top Selling Grocery Product Data From Kroger to fix assortment gaps, sharpen pricing, and stay ahead in the grocery retail competition.
How Does Hyperlocal Market Pricing Data Intelligence Influence Real-Time Pricing Strategies?
Hyperlocal Market Pricing Data Intelligence empowers retailers to optimize dynamic pricing strategies based on real-time local market conditions.
What Makes Real-Time Liquor Inventory Data Scraping Services Critical for Inventory Planning?
Real-Time Liquor Inventory Data Scraping Services empower businesses with livestock, pricing, and product insights from retailers.
How Can Web Scraping Product Data from Vitacost and iHerb Transform Your Wellness Business?
Web Scraping Product Data from Vitacost and iHerb delivers actionable insights to transform your growing wellness business.
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.