USA
EMAIL
PHONE
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 Scrape Retail Mobile App Data for Digital Shelf Analytics Improvement?
Scrape retail mobile app data to leveraging digital shelf analytics, retailers can enhance customer engagement through optimized product strategies.
What Impact Does Implementing the Six Pillars of Digital Shelf Success Have on CPG Sales?
Implementing the six pillars boosts CPG sales on the digital shelf by enhancing visibility, user experience, and product presentation.
Elevate Your Grocery e-Store's Digital Strategy with the Power of Grocery Data Scraping
Grocery Data Scraping optimizes e-store strategies, extracting valuable insights for enhanced decision-making, pricing optimization, and competitive positioning in the digital marketplace.
A Stepwise Guide to Scrape Aliexpress Digital Camera Data!
Explore our comprehensive guide to scrape AliExpress digital camera data. Uncover market insights, pricing trends, and competitive analysis to enhance your e-commerce strategies.
What is Digital & Physical Shelf's Role in Omnichannel Retail?
This blog explains the significance of digital and physical shelves on omnichannel retail in the modern-day e-commerce business era. Check it out to learn more.
What is Digital Shelf Optimization and Is It Helpful in Boosting Sales?
Digital Shelf Optimization is the key to driving sales in today's competitive online marketplace. Businesses can improve brand engagement, increase revenue, and build a loyal customer base.
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.