Everything on scraping, tracking, and analyzing Amazon data — from step-by-step Python and Playwright tutorials to deep-dive brand studies on pricing, reviews, and market share. Covers seller tools like ASIN research and PPC data, category-level analyses across products from air fryers to menstrual cups, and practical guides for staying compliant while extracting Amazon product listings, reviews, and rankings at scale.
Amazon Sellers
In short, neither brand clearly comes out on top since they succeed in different ways. Olay does better in terms of price and in building customer loyalty based on the sensory experience of skincare, having an average price of $25.82 and receiving reviews that focus on the scent and
data-analytics
Discover what 266 Olay products and 651,000 Amazon reviews reveal about pricing, customer preferences, product strategy, and skincare market trends.
data-analytics
The beauty and personal care category on Amazon is among the most competitive digital shelves in e-commerce. And few brands manage it with the deliberateness of L'Oréal Paris. With 300 active products, an average sale price of $15.41, and an overall rating of 4.44 out of 5 across more than 2.8 milli
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Why CeraVe and Cetaphil Dominate Amazon SkincareThe skincare aisle on Amazon is not a level playing field. Two brands - CeraVe and Cetaphil - have carved out a permanent duopoly in the dermatologist-recommended segment, and their dominance is built on data-driven marketplace strategies that go far d
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CeraVe's presence on Amazon's skincare category is one of the most strategically disciplined on the platform. With 83 actively priced products, over 1.6 million verified customer reviews, and an average rating of 4.45 out of 5, the brand has built a catalog that prioritizes depth over breadth and th
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Cetaphil on Amazon has built one of the most review-dense skincare catalogs on the platform - 143 active products, over 707,466 verified customer reviews, and an average rating of 4.15 out of 5. But not all of those products are winning equally. We analysed every Cetaphil best seller and SKU across
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Amazon India’s tablets section becomes especially interesting during the Great Indian Festival, when prices fluctuate rapidly, rankings change by the hour, and new offers appear across thousands of product listings. This dataset matters because it captures how real tablet products are presented, pri
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Explore Amazon menstrual cup category analysis to uncover shopper preferences, top products, pricing trends, brand competition, and buyer behaviour insights!
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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
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Tiny catalog errors on Amazon like typos, missing attributes, broken images, hurt rankings and conversions. Learn to fix data hygiene and scrape product data.
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IntroductionEver tried shopping for vlogging equipment on Amazon? It's overwhelming. You've got thousands of microphones, cameras, and tripods to choose from, and manually comparing them all would take forever. That's exactly why I built this web scraping system - to automatically collect and organi
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Web scraping can seem overwhelming at first, but it's really just about teaching your computer to visit websites and collect information automatically. Today, we'll walk through a project that scrapes ceiling fan data from Amazon India. We'll break this down into simple, manageable steps that anyone