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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
Why Should Businesses Extract Supermarket Data from Toters App?
Extract supermarket data from the Toters app to monitor prices, analyze trends, optimize inventory, and enhance strategies.
How Can Gym Website Contact Data Scraping Enhance Your Marketing Efforts?
Gym Website Contact Data Scraping helps businesses collect valuable contact information to enhance marketing and customer engagement.
How Can Web Scraping Q-commerce Dark Store Data Optimize Inventory Management?
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What Are the Advantages of Product Data Scraping from Metro.ca, Maxi.ca, and IGA.net
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Leverage Oddspedia Sports Odds data scraping to enhance betting strategies by providing real-time odds, match data, and historical insights.
How Can You Scrape UberEats Menu Data for Ontario Restaurants with Calorie Information?
Scrape UberEats menu data for Ontario restaurants with calorie information to enhance customer choices and compliance.
How Does Customized Web Scraping for Liquor Price and Quantity Comparison Help Businesses?
Customized Web Scraping for Liquor Price & Quantity Comparison helps track pricing trends and availability across platforms.
How Can Amazon US Whitening Kits Data Scraping Enhance Competitive Benchmarking?
Enhance competitiveness by leveraging Amazon US whitening kits data scraping to gain valuable insights and optimize strategies.
How Can Web Scraping Indian E-commerce Websites Help Fashion &Apparel Businesses?
Web scraping Indian e-commerce websites like Amazon, Flipkart, Myntra, W, BIBA, AJIO, and Nykaa provides valuable market 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.