Marketing Manager at Datahut, leading content and demand generation for 2+ years. Writes about e-commerce data, competitor pricing, digital shelf analytics, and how retail brands use web data. Works closely with Datahut's data engineering team.
web-scraping-legality
India's DPDP Act: Introduction Imagine your marketing team has been scraping contact data from public directories for years. Then your legal team forwards you a notification about the DPDP Act. Suddenly, that routine pipeline is a compliance question nobody has a clean answer to. That's the
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
amazon-sellers
What makes a beauty product a bestseller on Amazon? Explore data-driven insights on reviews, pricing, brand dominance, ratings, and product trends to understand what drives visibility, conversions, and long-term success in Amazon's Beauty category.
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
Across 12 consumer categories tracked, fashion placed last. BCG's own characterisation is blunt: "pure abstention."
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
amazon
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
amazon
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
amazon
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
![Web Scraping vs. Web Crawling: Which One Do You Need? [2026 Guide]](/content/images/size/w600/2026/07/img-409.png-3.webp)
vendor-evaluation
You've seen both terms in job posts, tutorials, and tools, and everywhere. You've probably nodded along. The confusion around web scraping vs. web crawling stems from one simple fact - they sound similar but are fundamentally different processes. And mixing them up is costing you time. Why the Confu
ecommerce-operations
Let’s picture this scenario: “Your competitor just dropped prices across their entire product catalog. Your sales team noticed it on Monday. Customers started asking about it on Tuesday. You scrambled to respond by Friday. But the move actually happened three weeks ago.”That gap- three weeks of lost
ecommerce-data
"The skincare brands winning in 2025 aren't the ones with the best chemists - they're the ones with the best data."The global skincare market crossed $189 billion in 2025. But revenue share isn't being won on formulation alone- it's being won by brands that can answer questions like: Why are consum