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How to Scrape Macy’s Sale Section Using Python and Playwright

Ecommerce Data

Scrape Macy’s Sale Section Using Python & Playwright

When you think of Macy’s, it is not just a department store—it is an American retail legacy established in 1858. What began as a humble store located in Manhattan has become one of the largest and arguably best-known retail department stores in America. Macy's currently operates in hundreds of locat

Anusha P O Anusha P O · Jan 23, 2026 · 40 min read
Noon Skincare Category Analysis: Pricing, Discounts, Ratings & Top Brands Driving Competition

data-analytics

Noon Skincare Category Analysis & Market Insights

The skincare category on Noon has evolved into a highly competitive and fragmented marketplace, with hundreds of products competing for consumer attention. With 918 products across 65 brands, success in this category is driven by a careful balance of pricing, discount strategies, customer ratings, a

Aarathi J Aarathi J · Jan 14, 2026 · 10 min read
Build vs Buy Web Scraping in 2026: The Definitive Guide for Data Teams

Vendor Evaluation

Build vs Buy Web Scraping in 2026 | Data Teams

Why I’m Writing ThisAs a founder, I engage in conversations with product teams, data leaders, and day-to-day business managers. Almost every time I have one of these conversations, I hear the same question asked:“Should we build our own scraping stack, or should we buy?”This build vs buy web scrapin

Tony Paul Tony Paul · Dec 29, 2025 · 11 min read
Amazon Menstrual Cup Category Analysis: What Shoppers Prefer & How Brands Compete

amazon

Amazon Menstrual Cup Category Insights & Trends

Explore Amazon menstrual cup category analysis to uncover shopper preferences, top products, pricing trends, brand competition, and buyer behaviour insights!

Anusha P O Anusha P O · Dec 18, 2025 · 9 min read
How to Scrape Ethos Product Data Efficiently Using Python and Async Tools

Ecommerce Data

Efficient Ethos Product Data Scraping with Python Guide

Learn how to scrape Ethos product data efficiently using Python and async tools to collect prices, descriptions, images, and structured insights at scale.

Anusha P O Anusha P O · Dec 17, 2025 · 41 min read
The Short Shelf Life of Open Source Web Scraping Tools (And Why Scale Breaks Them)

Vendor Evaluation

Why Open Source Web Scraping Tools Fail at Scale

Picture this:Your team builds a beautiful internal scraping platform using Open Source libraries.It scrapes 20 e-commerce sites, powers dashboards, feeds pricing models… and becomes part of your company’s heartbeat.You scale from 10K → 100K → 1M pages per day.Suddenly: • your prices stop updating •

Tony Paul Tony Paul · Dec 10, 2025 · 9 min read
Scraping Amazon’s Menstrual Cup Data Using Playwright and curl-cffi: 
A Beginner-Friendly Guide to E-Commerce 
Product Analysis

amazon

Amazon Menstrual Cup Data Analysis Using Web Scraping

When thinking about menstrual cups, they are more than just a reusable alternative to pads or tampons—they represent convenience, sustainability, and personal health. On Amazon, one of the largest online marketplaces in the world, a wide range of menstrual cups is available, catering to different si

Anusha P O Anusha P O · Dec 5, 2025 · 42 min read
Web Crawling and Its Use Cases for 2026: How Businesses Really Benefit!

Vendor Evaluation

Web Crawling: Use Cases & Business Benefits for Companies

Discover what web crawling is in 2026 and how businesses use it for competitive pricing, product intelligence, market research, and AI training data. Read Now!

Navin Saif Navin Saif · Dec 3, 2025 · 9 min read
amazon data hygiene

amazon

How Small Typos Hurt Conversions on Amazon Marketplace

Tiny catalog errors on Amazon like typos, missing attributes, broken images, hurt rankings and conversions. Learn to fix data hygiene and scrape product data.

Tony Paul Tony Paul · Nov 27, 2025 · 7 min read

Ecommerce Data

Hidden Ecommerce Profit Killers and How to Fix Them

If we run an e-commerce business, we already know this: our website changes constantly. Products get added, removed, renamed, moved, and repriced. Developers ship updates. Merchandisers tweak content. Apps and integrations act unpredictably. And somewhere in all this movement, things quietly break.T

Tony Paul Tony Paul · Nov 18, 2025 · 9 min read
Top 10 GDPR Fines in 2018 to 2025: A Data-Driven Analysis

Web Scraping Legality

The Biggest GDPR Fines of 2025: What Got Companies in Trouble

Introduction : GDPR Fines of 2025Yes, it’s over — the era of unchecked data collection, silent tracking, and unaccountable digital practices. The General Data Protection Regulation (GDPR) ended it for good, redefining how organizations collect, process, and protect the personal data of European Unio

Navin Saif Navin Saif · Nov 11, 2025 · 7 min read
California vs New York Condo Prices: Data Insights

data-analytics

California vs New York Condo Prices: Data Insights

Buying a home—be it a house, condo, or co-op—in California or New York is not just a choice of location, but a high-stakes financial decision. At Datahut, we scraped over 1,400 real estate listings from Homes to analyze how these two iconic states compare specifically in the condo and apartment mark

Anusha P O Anusha P O · Nov 9, 2025 · 11 min read

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