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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
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.
Dynamic Pricing Strategies for E-commerce - How Real-Time Pricing Drives Higher Sales and Profitability
Boost sales with Dynamic Pricing Strategies for E-commerce using real-time pricing, competitor insights, AI, and automation for smarter decisions.
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Amazon Price Monitoring Build vs Buy vs Managed Service - Which Approach Solves Your Pricing Challenges Best
Explore Amazon Price Monitoring Build vs Buy vs Managed Service to choose the right approach for accurate pricing, lower costs, and scalable insights.
Scrape Meat & Seafood Listings from Food-Delivery Apps for Competitive Benchmarking, Inventory Monitoring, and Market Growth
Scrape Meat & Seafood Listings from Food-Delivery Apps to monitor pricing, inventory, product trends, and gain real-time market insights.
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Scrape Social Commerce Data - Tracking Product Trends, Consumer Behavior & Sales Performance Across Social Platforms
Scrape Social Commerce Data to monitor product trends, pricing, customer engagement, and sales insights across leading social shopping platforms.
Flipkart Variant Data Extraction: Per-Variant Pricing and Stock for Electronics, Fashion, and Mobiles
Flipkart variant data extraction captures per-variant pricing and stock across RAM, storage, size and colour. See the schema, sample data and workflows inside.
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.
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.