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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
Scrape Amazon and Walmart Reviews Without Coding to Analyze 50K Reviews Monthly for Market Insights
Easily scrape Amazon and Walmart reviews without coding to analyze 50K+ reviews monthly, uncover consumer insights, track product performance, and guide strategy.
Extract Real-Time Snacks And Beverage Price Data: Analyzing 32% Price Variation Across Pão de Açúcar, Carrefour & Extra
Extract real-time Snacks And Beverage price data to analyze 32% price variation across Pão de Açúcar, Carrefour, and Extra, optimize competitive pricing strategies.
Extracting Grocery Pricing Data from the Colruyt – Track 10,000+ Products & 25% Price Variations Across Stores
Extracting Grocery Pricing Data from the Colruyt helps track 10,000+ products, monitor 25% price variations, and optimize retail strategies efficiently.
Scrape Product Q and A Data to Reduce Return Rates – Cut Return Requests by 35% Using Customer Query Insights
Scrape Product Q and A Data to Reduce Return Rates by analyzing real customer queries, fixing content gaps, and improving product clarity for fewer returns.
Why Scraping Pharmacy E-Commerce Websites Is Essential for Market Intelligence – 55% Surge in Online Medicine Sales Revealed
Discover why Scraping Pharmacy E-Commerce Websites is crucial for market intelligence, tracking drug prices, stock trends, and a 55% surge in online sales.
Scrape Yahoo! Shopping Search Sorting to Track 60% Increase in Top-Selling Products and Customer Preferences
Scrape Yahoo! Shopping Search Sorting to track top-selling products and customer preferences, uncover trends, and boost e-commerce insights by 60%.
Extract Google Shopping for Price and Product Data - 98% Accuracy in Tracking 2025 Online Retail Trends
Use trusted extraction methods to extract Google Shopping price and product data for competitive tracking, catalog accuracy, and market analysis.
How Web Scraping for Sales Intelligence and Outreach Transforms Lead Generation Success?
Unlock smarter prospecting with web scraping for sales intelligence and outreach to uncover qualified leads, automate research, and accelerate lead-generation success.
How to Scrape Shopee Product Information for Analysis - 2025 Market Insights Backed by 68% Growth in Online Purchases
Learn how to scrape Shopee product information for analysis to uncover pricing trends, sales growth, and consumer insights in 2025’s booming online marketplace.
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.