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 IKEA UK Product Dataset Helps Retailers Track Pricing, Inventory, and Product Trends
Access IKEA UK Product Dataset to analyze pricing, inventory, product catalogs, and retail trends for smarter business decisions.
How Small Retailers Use Quick-Commerce Pricing Data to Source at the Right Margin
Discover how small retailers use quick-commerce pricing data to optimize pricing, track competitors, improve margins, and boost sales.
How to Scrape Carrefour Egypt Prices for Product-Substitution Features in Retail Intelligence Systems
Scrape Carrefour Egypt Prices for Product-Substitution Features to track pricing, alternatives, stock availability, and retail insights.
Scraping Refurbished-Electronics Marketplaces Data - Cashify & Peers - Tracking Product Availability, Resale Trends, and Consumer Preferences
Scraping Refurbished-Electronics Marketplaces Data - Cashify & Peers reveals pricing, inventory, demand trends, and competitive insights.
Product-Data Mapping Across Ecommerce Sites – Advanced Methods & Matching Strategies for Unified Catalog Management
Discover how Product-Data Mapping Across Ecommerce Sites improves catalog accuracy using advanced Methods & Matching for better retail insights.
How Building a Rich Product Catalog with Images, Ingredients and Nutrition Facts Solves Product Discovery and Trust Issues
Enhance product discovery and customer trust by Building a Rich Product Catalog with Images, Ingredients and Nutrition Facts for better shopping.
Category Price & Competitor Analytics for FMCG Snacks - Unlocking Competitive Insights in the Noodle Category
Gain actionable insights with Category Price & Competitor Analytics for FMCG Snacks to optimize pricing, monitor rivals, and boost sales.
How To Scrape Promotional & Leaflet Data From German Grocery Chains For Promotional Retail (Grocery) Data For DACH Region - ALDI, LIDL, REWE Insights
Scrape Promotional & Leaflet Data from German Grocery Chains to analyze offers, pricing trends, and Promotional retail (grocery) data for DACH region - ALDI, LIDL, REWE insights.
How to Scrape Real-Time Quick Commerce Data to Track Pricing, Inventory, and Consumer Trends
Scrape India Grocery MRPs, Images & New-Product Alerts via Webhook to monitor prices, products, launches, and retail market trends.
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.
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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.