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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 European Businesses Consider Scraping Home Decor Stores and Florists in Europe?
Scraping home decor stores and florists in Europe enables market analysis, trend identification, competitor tracking, personalized marketing, and strategic decision-making.
What Steps Are Involved in Data Scraping on Ouicar.com?
Data scraping on Ouicar.com enables efficient collection of car rental details for analysis, comparison, and decision-making purposes.
How Can Web Scraping Mercado Libre Data Boost Your E-commerce Strategy?
Scraping Mercado Libre data enables businesses to gather competitive intelligence, monitor pricing trends, and enhance market research strategies efficiently.
Who Can Benefit from Scraping Chinese Vehicle Specification Website?
Scraping Chinese vehicle specification websites streamlines decision-making and market analysis, which is vital for automotive stakeholders.
Maximize Business Potential by Scraping Nykaa, Purplle, and Zeptonow Data for Beauty & Makeup Products
Scraping data from Nykaa, Purplle, and Zeptonow offers insights for market analysis, competitive intelligence, pricing strategies, and inventory management.
What Competitive Advantages Does Web Scraping Amazon, Flipkart, Myntra, Ajio, and Tata Cliq Offer to Retailers?
Web scraping Amazon, Flipkart, Myntra, Ajio, and Tata Cliq enables businesses to gather valuable e-commerce data for strategic decision-making.
How Does Scraping Data from JamesAllen.com Impact Pricing Strategies?
Scraping data from JamesAllen.com enables the collection of valuable jewelry data for market analysis, pricing insights, and consumer trend monitoring.
Why is Scraping Amazon E-commerce Data Vital for Competitor Analysis?
Scraping Amazon E-commerce Data enables businesses to gain insights, optimize strategies, and stay competitive in the digital marketplace.
Myntra's Men's Fashion Top & Bottom Wear Datasets Revolutionizing Inventory Management
Myntra's Men's Fashion Top and Bottom Wear Datasets help retailers optimize inventory, personalize marketing, and innovate product development strategies.
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.