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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 Albertsons Inventory & Availability Scraping for Beverage Brand Stockouts Helps Reduce Lost Sales By 32%
How Albertsons Inventory & Availability Scraping for Beverage Brand Stockouts helps beverage brands reduce stock gaps and lost retail sales by 32%.
How to Streamline Data Collection and Improve Pricing Strategies with ShopRite Product & Pricing Data via API (No Manual Scraping)
ShopRite Product & Pricing Data via API (No Manual Scraping) enables fast, accurate, and scalable retail data access for smarter pricing insights.
Quick Commerce Ad Spend Intelligence - Track Chocolate & FMCG Brand Spends on Blinkit, Zepto & Instamart Daily for Smarter Marketing Decisions
Quick Commerce Ad Spend Intelligence helps track Chocolate & FMCG brand spends on Blinkit, Zepto & Instamart daily for smarter decisions.
Scrape Daily US Grocery Pricing Data with UPC Codes - How to Track Market Trends and Optimize Pricing Strategies
Scrape Daily US Grocery Pricing Data with UPC codes to track price trends, compare competitors, and improve retail pricing strategies.
Daily Brand Listing Tracking on Blinkit, Zepto & Instamart - How Stock, Rank & Price Tracking Drives Competitive Advantage
Daily Brand Listing Tracking on Blinkit, Zepto & Instamart with stock, rank & price tracking helps brands gain a competitive advantage.
Blinkit Delhi Pin code Highest 20L Water Demand Data Scraping - Analyzing Top 50 Delhi Pin Codes for Demand Trends and Growth Opportunities
Blinkit Delhi Pin code Highest 20L Water Demand Data Scraping reveals demand trends across top 50 Delhi pin codes for smarter supply planning.
Automated Price Scraping for US Retailers - 81% ( What the Laggards Are Missing) and How to Close the Gap
Automated Price Scraping for US Retailers enables real-time price tracking, competitor analysis, and smarter pricing strategies for growth.
Wayfair Competitor Pricing Scraping for Product Catalog Brands - How It Powers Its 40M+ Product Catalog
Wayfair Competitor Pricing Scraping for Product Catalog Brands helps track competitor prices, optimize catalogs, and boost pricing strategy performance.
How to Eliminate Inconsistent Price Monitoring Product Data APIs for Retail Brands Marketplace Price Tracking Across 100+ Channels
Product Data APIs for Retail Brands Marketplace Price Tracking enable real-time pricing insights, competitor analysis, and smarter decisions.
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.