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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
Top Benefits of alcohol Price Data Scraping - Unlocking Smarter Liquor Market Insights in 2026
Unlock higher margins with the top benefits of alcohol price data scraping, including competitor tracking, promo monitoring, demand signals, and faster pricing decisions.
Reducing Returns - Scraping Product Q&A Data to Write Better Product Descriptions
Reduce product returns by Scraping Product Q&A Data to enhance descriptions, answer customer queries, and improve purchase confidence.
How to Scrape AutoTrader US Data for Vehicle Pricing, Listings & Market Insights?
Scrape AutoTrader US data to analyze vehicle prices, listings, and market trends, helping dealers and analysts gain accurate insights for smarter automotive decisions.
How Price Intelligence Helps Businesses Stay Ahead by Improving Pricing Accuracy by 30% and Revenue Growth by 18%?
Discover how price intelligence helps businesses stay ahead by improving pricing accuracy by 30% and driving up to 18% revenue growth.
Analyzing Hyperlocal Grocery Trends Using Real-Time Data from Swiggy Instamart, BigBasket & Flipkart Minutes
Analyzing hyperlocal grocery trends using real-time data from Swiggy Instamart, BigBasket & Flipkart Minutes to uncover demand shifts, pricing patterns, and growth insights.
Scrape wine prices pão de açúcar - Tracking Premium Alcohol Trends in Brazil
Scrape wine prices Pão de Açúcar to track premium alcohol trends in Brazil, uncover pricing shifts, brand positioning, and consumer demand insights.
How U.S. Grocery Chains Use Data Scraping APIs to Predict Shopping Trends for 2025?
This study explores how U.S. grocery chains use data scraping APIs to predict shopping trends for 2025, enabling smarter pricing, demand forecasting, and inventory planning.
How Shopee Product Matching APIs Work - Pricing, Variants, GMV & Competitor Tracking
Learn how Shopee product matching APIs track pricing, variants, GMV, and competitors, enabling accurate product matching and smarter eCommerce decisions.
How Multi-Platform SKU Price Monitoring Helps Brands Maintain Competitive Pricing in Real Time?
Learn how multi-platform SKU price monitoring enables brands to track competitors in real time, adjust prices instantly, and maintain competitive pricing across channels.
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.