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
Collect Restaurant Working Hours Data from Uber Eats - Solve Late Orders & Missed Deliveries
Collect Restaurant Working Hours Data from Uber Eats to solve late orders, avoid missed deliveries, and boost customer satisfaction with accurate timings.
How to Solve Pricing Challenges with a Real-Time Shopee Taiwan Price Tracking API?
Use a Real-Time Shopee Taiwan Price Tracking API to monitor product prices, beat competitors, adjust pricing strategies, and solve pricing challenges easily.
Fix Inventory Gaps with Instacart Grocery Product Details API
Learn how the Instacart Grocery Product Details Extraction API helps retailers track listings, keep stock accurate, and fix inventory gaps quickly.
How Real-Time Sneaker Data Scraping from Poizon Helps Beat Price Fluctuations?
Discover how Real-Time Sneaker Data Scraping from Poizon helps resellers track live prices, monitor stock, and beat sudden price fluctuations with fresh data daily.
Extracting Wine How to Beat Competitor Gaps with JioMart Web Scraping for Multi-City Grocery Pricing?
Use JioMart Web Scraping for Multi-City Grocery Pricing to monitor local price gaps, match competitor rates, and keep your grocery business competitive everywhere.
Hema.nl Apparel & Household Items Scraping Service - Solve Stock Gaps with Real-Time Data
Use Hema.nl Apparel & Household Items Scraping Service to solve stock gaps, monitor prices, and get real-time product data for better retail decisions and profits.
How Real-Time Sneaker Data Scraping from Poizon Helps Beat Price Fluctuations?
Discover how Real-Time Sneaker Data Scraping from Poizon helps resellers track live prices, monitor stock, and beat sudden price fluctuations with fresh data daily.
Extracting Wine Data from Tesco, Sainsbury’s & UK Retailers: Automated Scraping for Product Intelligence
Learn how Product Data Scrape extracts wine details from Tesco, Sainsbury’s & more—vintage, ABV, reviews & images—into structured CSVs for analysis.
How Instacart Price Scraping Helps NYC Retailers Adjust in Real Time
Discover how Product Data Scrape empowers NYC retailers with real-time Instacart price insights to stay competitive and boost profitability.
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.