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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 Scraping Amazon Product Data Helps Retail Brands Drive Growth and Sales?
Discover how Scraping Amazon Product Data empowers retail brands to track trends, optimize pricing, and drive growth and sales effectively.
Why brands need to scrape Takealot site and scrape product and price data from Takealot for better decision-making?
Discover why brands should scrape Takealot site and scrape product and price data from Takealot to gain real-time insights and make smarter business decisions.
How UNIQLO Product Data Scraping Boosts Pricing Accuracy by 25% and Tracks Availability in Real Time?
Discover how UNIQLO Product Data Scraping helps boost pricing accuracy by 25%, track stock availability, and monitor fashion demand in real time.
How Real-Time Competitor Price Monitoring API Helps Brands Improve Dynamic Pricing Accuracy by 35%?
Discover how a Real-Time Competitor Price Monitoring API boosts dynamic pricing accuracy by 35%, reduces manual tracking, and enables faster market decisions.
How to Scrape Instashop Product Data and Extract Instashop Product Details and Pricing for Competitive Insights?
Learn how to scrape Instashop product data and extract product details and pricing to gain real-time competitive insights and improve your market strategy.
Clothing Sales Intelligence For 2025 - Top Fashion Brands with 25% Market Growth
Clothing Sales Intelligence For 2025 highlights the top fashion brands driving a 25% market surge, revealing trends shaping global demand and consumer behavior.
How to Extract Data From Any Website - Boost Efficiency by 300% with Automated Web Scraping
Learn how to extract data from any website using automated web scraping, boost efficiency by 300%, and turn raw data into actionable insights fast.
How to Scrape Best Buy Product Data for Analytics - Extract & Analyze Top Deals Effectively
Learn how to scrape Best Buy product data for analytics, extract top deals, and uncover actionable insights to optimize pricing, trends, and sales strategies.
Scrape Real-Time Fashion Pricing Data from Namshi API to Monitor 70% of Top-Selling Items and Pricing Shifts
Monitor 70% of Namshi’s top-selling fashion items and pricing shifts in real-time by using scrape real-time fashion pricing data from Namshi API.
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.