Pricing Intelligence

Retailers are quietly adjusting the prices you see based on your ZIP code, browsing history, and device type. The FTC calls it "surveillance pricing." New York just became the first state to mandate disclosure when algorithms set personalized prices. As this practice scales globally, proxies and web data collection solutions are emerging as the key tools for both competitive intelligence and regulatory enforcement.

Imagine you want to collect ASINs (Amazon Standard Identification Numbers) for all the products that appear on Amazon after searching for a specific item. This can be incredibly useful for tasks like market research, competitor analysis, or managing your own product listings. With our Amazon scraper, you can easily gather these ASINs directly from the search results, making the data collection process quick and efficient. In this guide, we’ll show you how to use our ready-made Amazon scraper to extract ASINs and explain how this information can benefit your business.

Nowadays, the price of your favorite product could change at any moment – a few dollars more expensive or, if you're lucky, cheaper by the minute. For savvy shoppers and businesses alike, tracking these changes can offer a competitive edge. In the highly challenging landscape of American eCommerce, some platforms stand out for their dynamic pricing strategies, adjusting costs so frequently it feels like a game of cat and mouse.

This time, our experts explored the eCommerce Dynamic Pricing Index even further, and we’re about to uncover the top 5 eCommerce platforms in the United States and Canada, where prices never sit still. Also, we’re analyzing the purpose of dynamic pricing for eCommerce websites and how businesses and shoppers benefit from this practice.

In our comprehensive eCommerce Dynamic Pricing Index, we delved into the prevalence, frequency, and complexity of dynamic pricing techniques across various product categories. Our analysis reveals fascinating insights, particularly highlighting the fashion sector as a frontrunner in the use of advanced dynamic pricing strategies.

When shifting our focus from Europe to North America, particularly the United States, a striking contrast emerges in the eCommerce Maturity Index. While Canada aligns closely with the top performers of Europe, exhibiting similar levels of performance across various dimensions, the United States stands out in two key areas – Reviewing and Investigating.

While Europe stands united in striving to provide an excellent eCommerce experience for shoppers around the continent, not all countries perform equally well across all dimensions of the eCommerce Maturity Index. The performance drop is extremely visible in the Investigating dimension, which evaluates how well eCommerce websites provide critical background information about their offerings.

When examining the top-ranking countries on the eCommerce Maturity Index, it becomes clear that Europeans are setting the global standard in creating the best experience for their users. Marketplaces in countries such as Belgium, Lithuania, Germany, Sweden, and Spain are at the forefront, demonstrating their ability to provide the most intuitive and user-friendly eCommerce experience.

Dynamic pricing, a strategy where prices of products or services are adjusted in real-time based on demand, supply, competitor pricing, and other factors, has become a popular practice in modern-day eCommerce.

Our recently published Dynamic Pricing Index dives deeper into the global landscape of this practice, revealing some intriguing trends. Interestingly, the leading countries in dynamic pricing are not from the traditionally dominant markets of Europe or North America but from the Asian continent. Turkey, the United Arab Emirates (UAE), and India have emerged as the top practitioners of dynamic pricing, with scores well above the global average.

While European countries dominate the eCommerce Maturity Index by providing the most holistic eCommerce experience, they’re less advanced in adjusting their pricing strategies according to the buyer’s demand, peak shopping days, and competitors.

At Decodo, we’re always cookin’ up new ways to make scraping a breeze. Starting from eCommerce Scraping API to our most recent creation — Web scraping API. And don’t let anyone tell you that proxies and scraping are as complicated as rocket science. It could actually be a rather simple (and sometimes even fun) process!

But let’s be real, even the top guns extracting data from eCommerce giants like Amazon might get those pesky CAPTCHAs or worse — IP ban. Luckily, we’re offering a complete toolbox that will help you hop around the geo-restrictions, avoid errors & bans and get that sweet 100% success rate with ready-to-digest data.

The American company Amazon and its founder (the second richest and possibly the first most disliked person in the world) don’t need long introductions. Today Amazon is a giant in e-commerce, cloud storage, digital streaming, artificial intelligence, logistics, etc.

We’ll focus on the e-commerce side of Amazon. Simply put, it’s the world’s leading online retailer. According to certain statistics, 90% of shoppers compare the price and quality of a product on Amazon even if they find it on another website. So if you’re a seller, you’ll be interested in following the trends on Amazon to be able to adapt to the market.

In this article, we’ll go over the benefits of scraping Amazon and how to do it right.

Let’s face it. No one wants to camp near shops or spend hours driving from one store to another just to find that specific item. It simply doesn't fit the pace of everyday life. We all want faster, more convenient shopping. 

And here shopping bots enter the scene. Just imagine — there’s something you absolutely need to buy. All you have to do is open up a social media platform (and who doesn’t have their phone nearby when they’re chilling at home, anyway) and simply have a conversation with a shopping bot that does all the shopping for you. Dope, right?

In this blog post, we’re going to talk about what are shopping bots, their types, and benefits. We’ll also go through some of the most popular ones so stay tuned!

Amazon is a dominant retail force. Many smaller businesses either work under Amazon’s brand or try to compete with it. Your business cannot go up against Amazon in terms of pricing data that you have access to. Marketing agencies often rely on scraping Amazon prices to gather data on relevant products. Nevertheless, this approach is risky, because it goes against Amazon’s terms of service. The online retail giant’s system is also very vigilant to outright ban any visitors that try scraping techniques. This is why you need an Amazon proxy server to scrape it successfully.

Have you ever woken up all sweaty in the middle of the night with one question in mind: have I done something wrong by scraping Amazon? Well, you can answer this question in several ways. The good news is that they don’t necessarily give you a one-way ticket to scraping prison!

Just a quick heads up – this article is for informational purposes only and it doesn’t constitute legal advice.