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.
data-analytics
What Marketplace Structure Reveals About Competitive StrategyMost brands focus on price analysis, while few examine the underlying marketplace structure.Smartwatch brands frequently monitor competitor pricing; however, significantly fewer assess how marketplace structure influences these prices.Howe
data-analytics
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
Ecommerce Data
Introduction – The Shift from Marketing to MeaningIn 2025, the most trusted brands aren’t just the ones with the best products, they’re the ones with the most transparent stories. And often, those stories begin with data.Modern consumers no longer buy products; they buy into values. Edelman’s 2024 T
Ecommerce Operations
Why Scaling Web Scraping Is Harder Than You ThinkWeb scraping is the automated process of extracting structured data from websites. It plays a vital role in data collection, market intelligence, competitive analysis, and AI-powered business strategies.Building a prototype scraper is relatively simpl
Ecommerce Operations
Introduction: Why Competitor Data is Critical for Category ManagersEver wondered how analyzing your competitors’ moves could supercharge your own category management strategy? If you’re a Category Manager, you already know how difficult it is to balance pricing, promotions, inventory, and assortment
amazon
Vlogging has rapidly grown from a niche hobby to a mainstream form of storytelling. Whether it’s travel diaries, product reviews, or daily life updates, millions of creators rely on gadgets to capture and share their experiences online. But what gadgets are vloggers actually buying?To answer this, w
data-analytics
How much does the average Ethos luxury watch cost? Which brands lead in value, variety, or horological innovation? Are Indian buyers still favoring traditional analog models over modern smartwatch alternatives?These aren’t just speculative questions. These are data-backed insights that paint a rich
brand:zara
IntroductionZara’s pricing strategy is a benchmark in fast fashion retail. Known for combining trend responsiveness with smart pricing, Zara balances affordable fashion with premium appeal. Through data-driven pricing, the brand adjusts product costs by region, fabric type, and category—while mainta
data-analytics
IntroductionIn the hyper-competitive world of online groceries, where minutes matter and freshness drives loyalty, Blinkit has carved out a space by delivering essentials at lightning speed. But beyond the sleek UI and express delivery promise, what’s happening behind the curtain in terms of pricing
Vendor Evaluation
Ever wondered if building your own web scraper is really worth the effort? It might look like a quick way to save money and get custom data, but what you don't see upfront are the legal landmines, technical debt, and hidden costs that come with it.In the age of digital intelligence, businesses run o
Ecommerce Data
Ever wonder why your ecommerce store runs out of top-selling products right when they’re in demand—or why you’re stuck with piles of dead inventory a few weeks later?That’s not just bad luck. It’s the bullwhip effect—one of the most frustrating (and expensive) challenges for online brands like yours
Ecommerce Data
You've got a wonderful product, a starving market, and a fantastic team but pricing continues to feel like tightrope walking. One minute you're doubting your figures, the next minute you're following the lead of competitors with discounts, and before you know it, your margins are eroding and your te