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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 Dewu Ecommerce data scraping API Fixes Pricing & SKU Analysis Challenges in Ecommerce Data Analytics
How Dewu Ecommerce data scraping API fixes pricing and SKU analysis challenges in ecommerce data analytics for better insights and strategy.
Turning Marketplace Chaos into Strategy - Why Businesses Need to Scrape E-commerce Data with Price, Images & Reviews
Turn marketplace chaos into strategy by using Scrape E-commerce Data with Price, Images & Reviews for smarter pricing, branding, and growth decisions.
Solving Unexpected Errors in Kogan SKU-Level Product Data Scraping for Price Benchmarking
Learn how to perform Kogan SKU-Level Product Data Scraping for Price Benchmarking and solve common and uncommon data challenges effectively.
How to Extract Nykaa Beauty Products Data in Hyderabad - India to Fix Pricing and Inventory Inefficiencies
Learn how to extract Nykaa Beauty Products Data in Hyderabad - India to solve pricing inconsistencies, prevent stockouts, and optimize inventory efficiently.
Solve Pricing and Market Analysis Challenges with the Scotch Rarity Index - Scraping Rare Islay Malts Auction vs Retail Spreads
Analyze whisky market trends and optimize pricing strategies with the Scotch Rarity Index - Scraping Rare Islay Malts Auction vs Retail Spreads efficiently.
Tracking Resale Brand Item Pricing on Amazon Using Automated Data Scraping
racking Resale Brand Item Pricing on Amazon effortlessly using automated data scraping for real-time insights, pricing trends, and competitive analysis.
How to Solve Inventory and Pricing Challenges with Coupang Best Seller Product Data Scraping
Discover how Coupang Best Seller Product Data Scraping helps solve inventory and pricing challenges, track trends, and optimize e-commerce strategies efficiently.
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How to Solve Complex Pricing and Trend Analysis Challenges Using Wine & Beer Product Dataset from Wine.com and TotalWine.com
Leverage Wine & Beer Product Dataset from Wine.com and TotalWine.com to optimize pricing, track inventory, and uncover market insights efficiently.
Web Scraping Top 15 Ecommerce Trends 2026 That You Need to Know to Succeed
Web Scraping Top 15 Ecommerce Trends 2026 uncovers data-driven insights on pricing, personalization, AI adoption, customer behavior, and market shifts
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.