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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
What Role Does Flipkart Sales Data Scraping Play in Real-Time Stock Level Monitoring?
Flipkart Sales Data Scraping enables real-time stock level monitoring, helping businesses optimize inventory and prevent stockouts.
What Are the Benefits of Web Scraping Health and Beauty Product Price Data for Businesses?
Web scraping health and beauty product price data helps businesses track trends, monitor competitors, and optimize pricing strategies.
Why Should You Extract US and Korean Beauty Product Information for Your Business Growth?
Extract the US and Korean Beauty Product Information to gain insights, track trends, and boost product innovation strategies.
How Can Tavour App Data Extraction for Liquor Listings Boost Your Beverage Business Strategy?
Tavour App Data Extraction for Liquor Listings empowers your beverage business with insights on trends, pricing, and preferences.
How Can You Gain Competitive Advantage by Web Scraping FootLocker Website Data?
Web Scraping FootLocker Website Data helps businesses monitor prices, track launches, and gain a competitive market edge.
Why Should You Scrape Perfume and Cosmetics Data From Douglas for Market Insights?
Scrape Perfume and Cosmetics Data From Douglas to uncover market trends, consumer preferences, and pricing strategies.
How Can You Scrape Branded Apparel Prices from Shopee & Lazada for Dynamic Pricing?
Scrape Branded Apparel Prices from Shopee & Lazada to implement dynamic pricing, track trends, and stay competitive.
What Are the Key Benefits of Hy-Vee Grocery Data Scraping for Retailers?
Hy-Vee Grocery Data Scraping helps retailers optimize pricing, track competitors, analyze trends, manage inventory, and boost sales efficiently.
Why Is the European Cosmetic Product Data Extraction API Essential for Market Research?
The European Cosmetic Product Data Extraction API is essential for market research, providing real-time insights into pricing, trends, and compliance.
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.