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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 Retailers Can Solve Pricing, Stock, and Assortment Challenges with Quick Commerce Data Scraping in India
Unlock market insights with Quick Commerce Data Scraping in India to track prices, products, availability, promotions, and competitors in real time.
How to Improve Pricing and Assortment Decisions with India Spices and Pulses launch Market Research Across Amazon, Flipkart, and QC
How to Improve Pricing and Assortment Decisions with India Spices and Pulses launch Market Research Across Amazon, Flipkart, and QC
How Brands Overcome IP Blocks, CAPTCHAs & Data Collection Disruptions with Anti-Bot Protection for Marketplace Scraping
Anti-Bot Protection for Marketplace Scraping helps businesses overcome blocks, CAPTCHAs, and access issues for reliable marketplace data collection.
How Brands Solve Inefficient Promotions, Margin Loss & Poor ROI with CPG Trade Promotion Optimization
Discover how CPG Trade Promotion Optimization helps brands reduce promotion waste, protect margins, improve ROI, and make smarter trade decisions.
How to Scrape 10-Minute Delivery Assortment for Smarter Product Availability Decisions
Track products, prices, availability, and category gaps across rapid-delivery platforms with Scrape 10-Minute Delivery Assortment for smarter decisions.
How Businesses Solve the Challenge of Inaccurate & Outdated Grocery Prices in NZ UK US with Australian Grocery Price Comparison App
An Australian Grocery Price Comparison App helps shoppers compare supermarket prices, track changing costs, and find better grocery deals.
How Image and Media Asset Extraction Helps Retailers Recover Missing Visual Assets and Strengthen Product Listings
Image and Media Asset Extraction helps brands collect product images and media at scale, improve catalog quality, recover missing assets, and enrich listings.
How Competitor Assortment Gap Analysis for Catalog Data Helps Retailers Identify Missing Products and Increase Sales
Identify missing products, compare competitor catalogs, optimize product ranges, and uncover market opportunities with Competitor Assortment Gap Analysis for Catalog Data.
Why Retailers Scrape Product Data for Shrinkflation to Monitor Pack Sizes, Prices, and Consumer Value
Scrape Product Data for Shrinkflation to track pack sizes, prices, unit costs, and product changes, helping retailers detect hidden price increases.
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.