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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 Choose a Data Extraction Service From Namshi UAE for Fashion Insights?
Boost retail intelligence with a Data Extraction Service From Namshi UAE for Fashion Insights and real-time decisions.
What Makes Web Scraping Product Data from Jumia Website a Game-Changer for Retail Analytics?
Web Scraping Product Data from Jumia Website enables businesses to monitor prices, analyze trends, and optimize strategies efficiently.
How Can You Extract Wine Product Data from Wine.com for Better Business Insights?
Extract Wine Product Data from Wine.com for Better Business Insights and drive smarter decisions with accurate wine intelligence.
How Can the Hmart Grocery Product Data Scraping API Improve Retail Insights?
Hmart Grocery Product Data Scraping API delivers real-time product, pricing, and inventory insights for smarter retail decisions.
How Can You Extract Hyperlocal Competitor Pricing Data for Smarter Pricing Decisions?
Extract Hyperlocal Competitor Pricing Data to monitor real-time prices, optimize local strategies, and outperform regional rivals efficiently.
How Can Businesses Scrape Real-Time Hyperlocal Product Pricing Data for Competitive Advantage?
Scrape Real-Time Hyperlocal Product Pricing Data to instantly gain unmatched competitive advantage, market insights, and pricing precision.
Detecting Flash Sales in Real Time: AI-Powered Scraping for Walmart & Target USA
Track flash sales in real time on Walmart & Target USA using AI scraping. Product Data Scrape offers intelligent alerts, insights & price monitoring at scale.
Detecting Flash Sales in Real Time: AI-Powered Scraping for Walmart & Target USA
Track flash sales in real time on Walmart & Target USA using AI scraping. Product Data Scrape offers intelligent alerts, insights & price monitoring at scale.
How Does a Web Scraping API for Nordstrom Product Data Improve Pricing Intelligence?
Web Scraping API for Nordstrom Product Data delivers real-time pricing intelligence to boost competitive retail strategies efficiently.
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.