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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 Britannia, Parle, Sunfeast Market Analysis Dashboard Tracks BigBasket, Blinkit, Amazon, and Flipkart to Power BIFMCG Biscuit Category Pricing
Britannia, Parle, Sunfeast Market Analysis Dashboard tracks pricing, products, promotions, and competitor trends across leading online marketplaces.
Why Australia Grocery app Data Scraping Is Essential for Solving Product Availability, Pricing, and Market Analysis Problems
Unlock smarter retail insights with Australia Grocery app Data Scraping for real-time pricing, inventory tracking, and competitive market intelligence.
How Saudi F&B Market Intelligence Data Solves Menu, Fee, Rating & Location Intelligence Challenges Across Keeta, HungerStation, Jahez & Google Maps by City and Neighborhood
Saudi F&B Market Intelligence Data delivers insights into Keeta, HungerStation, Jahez, and Google Maps menus, fees, ratings, and neighborhood trends.
How Scrape Store Locations, POI & Dark-Store Geo Data Helps Businesses Optimize Location Intelligence and Expansion Strategies
Gain accurate location intelligence with Scrape Store Locations, POI & Dark-Store Geo Data for smarter retail planning and market analysis.
Q-Commerce vs Supermarket Price Scraping: Comparing Two Channels That Do Not Sell the Same Thing
Q-Commerce vs Supermarket Price Scraping only means something if pack sizes are normalised and fees included. Here is how to run the comparison honestly.
Flipkart Scraping at Scale: Handling Rate Limits, Bot Detection, and Sale-Day Traffic Spikes
Flipkart scraping at scale breaks on rate limits, parser drift and sale-day load. Here is the architecture that keeps hero-SKU data flowing when it matters most.
Why Generic Scrapers Fail on Flipkart — And What a Flipkart Scraping API Does Differently
A Flipkart scraping API models F-Assured, Plus pricing, sellers and variants. A generic scraper returns HTML. Here is exactly where the difference costs you.
How a Quick-commerce cart-comparison app Solves Cart-Level Price, ETA & Hidden Delivery Fees Across Blinkit, Zepto, Instamart & BigBasket
Quick-commerce cart-comparison app helps compare Blinkit, Zepto, Instamart, and BigBasket by cart price, ETA, delivery, handling, platform, and surge fees.
How to Track Digital Shelf, Share-of-Search & Category Pricing for FMCG and Help Brands Improve Visibility and Win Market Share
Track Digital Shelf, Share-of-Search & Category Pricing for FMCG to optimize product visibility, pricing, and competitive performance across online marketplaces.
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.