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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
How to Expand Market Opportunities by Scraping Baby Product Data from Walmart, Amazon, and FirstCry?
Scraping baby product data from Walmart, Amazon, and FirstCry enables businesses to gain insights, innovate, and optimize strategies effectively.
How Can Kids Toy Product Price Data Scraping Help Compare Prices?
Kids Toy Product Price Data Scraping enables informed pricing decisions, competitive analysis, and market insights for businesses in the toy industry
How to Empower Fashion Retailers and Fuel Innovations by Leveraging SHEIN Datasets?
SHEIN datasets are a treasure trove of fashion retail insights, powering decisions, trends, and customer experiences through meticulous data analysis.
How Does Scraping Kids' Skincare Data Empower Informed Parental Decisions?
Scraping kids' skincare data empowers parents with comprehensive insights, aiding informed decisions for their children's skincare needs.
How Does Wayfair's Dataset Reflect Consumer Preferences?
Wayfair's dataset illuminates consumer preferences through sales trends, reviews, demographics, and evolving market dynamics, enabling targeted strategies and optimization.
How to Decode Market Trends Using Effective Watch Price Data Scraping?
Watch price data scraping provides insights into competitors' pricing strategies, market trends, and opportunities for strategic positioning.
What Strategies Exist for Effectively Scraping E-commerce Websites and Leveraging Product Data at Scale?
Scraping E-commerce websites utilizing product data at scale empowers businesses with insights, efficiency, and competitive advantage in markets.
How to Scrape eBay's 3000 Results to Elevate Your Analysis?
Scrape eBay's 3000 Results to bolster business strategies with valuable market insights and competitor analysis.
How Can Python Scripts Enhance the Process of Scraping Noon's Restaurant and Menu Data with Add-ons?
Scraping Noon's restaurant and menu data with add-ons empowers businesses to analyze dining trends, optimize offerings, and enhance competitive 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.
Topics & tags
Jump straight to the topic that matters — we tag articles, guides and resources by subject.