Hop Nguyen
-
Shopee App Scraping: The Advanced Way to Extract Data Beyond Web Scraping
By 2025, Shopee app scraping is becoming the go-to approach when Shopee web scraping starts to hit its limits. Instead of relying on rendered pages, it taps directly into Shopee’s API to deliver cleaner, faster, and more scalable data, if you know how to handle the complexity behind it. What is Shopee App Scraping? Shopee…
-
Ecommerce Delivery Statistics: What Data You Need & How to Collect It Automatically
In 2026, ecommerce delivery is no longer just a logistics task, it directly impacts conversion, customer satisfaction, and profitability. That’s why tracking ecommerce delivery statistics has become essential. However, many businesses still lack access to a complete ecommerce dataset, relying instead on fragmented data from platform dashboards. As competition grows on ecommerce platforms, this limited…
-
Ecommerce Sales Trends in 2026: How Data Helps Spot Market Shifts Early
The moment a trend is noticeable, it is already too late to take action on it. Ecommerce sales trends move at such a quick pace and are changing faster than businesses are able to respond to within the dynamic world of digital commerce. In 2026, this means that companies leveraging reliable ecommerce datasets have a…
-
Why Businesses Fail at Being Data-Driven Ecommerce and How to Fix It
Data-driven ecommerce gets talked about a lot, but it’s often misunderstood. Many businesses assume they’re already there, but when it’s time to make real decisions, gut feeling still tends to take over. The issue isn’t a lack of data. It’s knowing how to actually use that data to guide decisions. And that usually starts with…
-
Ecommerce Traffic Statistics: How to Compare Channels and Interpret Growth
Ecommerce traffic statistics help you describe how people find and use a store. They become useful for decisions when the report also defines its measurement, comparison period and business outcome. A larger visit count alone does not establish stronger demand or a more profitable business. Start with two separate questions: what happened on your own…
-
Ecommerce Sales Forecast Using Real Marketplace Data: A Step-by-Step Guide for 2026
Most teams attempt to build a ecommerce sales forecast, but the outcome frequently falls short. The problem typically lies not with the method, but with the data that drives it. When you switch to working with real-time ecommerce datasets gathered directly from marketplaces, rather than internal reports or fragmented data, the difference is noticeable. Forecasting…
-
Ecommerce Search Trends 2026: How to Predict Winning Products
Understanding ecommerce search trends is no longer just a “nice-to-have” for marketers, it’s becoming a key way to predict what will sell before it appears in sales reports. In 2026, the brands that succeed won’t be reacting to demand; they’ll be anticipating it by leveraging real-time marketplace signals built from a reliable ecommerce dataset. What…
-
Ecommerce Shipping Data: How to Track, Analyze & Outperform Competitors in 2026
In 2026, ecommerce shipping is no longer just an operational detail; it’s a decisive growth lever. The difference between a 2-day delivery and a 5-day delivery can directly impact conversion rates, customer retention, and overall brand perception. Yet most businesses still operate in the dark, lacking access to real ecommerce data insights that distinguish competitors’…
-
Best Sources of Ecommerce Market Data in SEA to Gain a Competitive Edge in 2026
The Southeast Asia ecommerce landscape is no longer just expanding; it’s shifting so quickly that traditional reports often lag behind reality. Many businesses are still reacting to outdated insights, while others are already moving ahead by leveraging real-time ecommerce data to anticipate demand. If you’re planning for 2026, the real question isn’t whether you need…
-
Ecommerce Customer Data: Analyzing Customer Behavior for Actionable Insights
Ecommerce customer data is no longer just about tracking what customers did; it’s about understanding why they did it. On ecommerce marketplaces, customer behavior is shaped by pricing, reviews, competitors, and real-time trends. The real opportunity lies in connecting ecommerce data to uncover patterns, predict intent, and turn raw data into decisions that actually move…
