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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 Handmade Crochet Baby Dresses Data Helps Boost Marketplace Visibility and Sales Growth
Learn how scraping handmade crochet baby dresses data helps track trends, optimize pricing, and boost marketplace visibility and sales.
How eBay Product Personalization Dataset Solves Product Recommendation and Customer Targeting Challenges
eBay Product Personalization Dataset helps improve recommendations, customer targeting, and conversions with smarter product insights.
How Real-Time Price Tracker for Australian Supermarkets Helps Improve Stock, Pricing, and Customer Savings
Real-Time Price Tracker for Australian Supermarkets helps improve stock visibility, pricing accuracy, and customer savings instantly.
How Liquor Retail Intelligence Solves Pricing Challenges with Better Store Price, Alcohol & Calorie Comparison Insight
Liquor retail intelligence helps compare store prices, alcohol content, and calories to optimize pricing, inventory, and customer choices.
How to Scrape Amazon Smartwatch Trends to Track Real-Time Consumer Demand and Beat Competitors
Scrape Amazon smartwatch trends to track prices, reviews, and demand patterns for smarter product, pricing, and market decisions.
How UK supermarket industry data Scraper 2026 Solves Retail Pricing and Inventory Challenges
Discover how UK supermarket industry data Scraper 2026 helps solve pricing, stock, and inventory challenges with real-time retail insights.
Why Businesses Scrape US Pharmacy Market Data for Better Analysis of Geography, Growth & Giants
Discover why businesses scrape US pharmacy market data to analyze geography, growth trends, and major players for smarter decisions.
How to Monitor Amazon Buy Box Data to Solve Pricing Competition and Win More Sales Consistently
Learn how to monitor Amazon Buy Box data to stay competitive, optimize pricing, and increase sales with real-time insights and smarter strategies.
How Scraping Easter Fashion Sale from eCommerce Websites Helps Solve Pricing Competition Issues with 35% Better Discount Intelligence
Scraping Easter Fashion Sale from eCommerce Website helps track discounts, monitor competitors, and improve pricing with 35% better 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.
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.
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Jump straight to the topic that matters — we tag articles, guides and resources by subject.