How to Scrape TikTok Shop Product & Seller Data in Europe

Introduction

TikTok has not only become a medium for entertainment, but with the introduction of TikTok Shop, it has also evolved into another e-commerce platform, particularly in Europe. The TikTok Shop function enables users to discover and purchase products with minimal effort, often leading to an impulse decision, directly from a TikTok video.

TikTok is currently the sixth most popular social media platform worldwide, with an estimated 1.58 billion monthly active users. With 135.79 million, 107.7 million, and 91.75 million active users, respectively, the US, Indonesia, and Brazil hold the largest viewership shares on TikTok. The majority of users in Brazil and Indonesia are between the ages of 18 and 24.

TikTok Shop offers brands and sellers the opportunity to generate numerous quick conversions through engagement. As a platform that is rapidly growing in various parts of the world (especially the UK, Germany, France, Spain, etc.), any business seeking to stay relevant must stay informed about how to compete by tracking trends, identifying top sellers, and understanding consumer purchasing behavior.

Scraping TikTok Shop product and seller data will provide you with deep market access to what is happening in your current market. Scraping and understanding data related to TikTok Shop will help brands identify best-selling products, emerging trends, competitor activities, and adjust their prices and/or marketing practices accordingly.

Whether you are a retailer, marketer, or dropshipper, this blog will provide you with a way to leverage all possible TikTok Shop data.

What is TikTok Shop and why is it Gaining Popularity in Europe?

TikTok Shop is an in-app shopping feature within TikTok that allows users to purchase products directly from videos, livestreams, or seller pages on the platform. It combines the immediacy of in-app shopping with engaging short-form content, turning views into transactions, which resonates with Gen Z and millennial consumers who thrive on videos to discover products.

TikTok Shop is quickly expanding in Europe. Adoption is strong from consumers and sellers in countries like the UK and Germany. Seamless shopping is a significant factor. Users don’t need to leave the app to purchase a product. Influencer marketing is another factor. Creators can now promote products, along with an affiliate link, using entertaining content, which increases trust and promotes impulsive purchasing.

TikTok Shop has expanded quickly since its arrival in the US in 2023 and the UK in 2021. Sales in America have already surpassed those of Sephora and Shein, two of the biggest retailers. According to estimates, US shoppers spend an astounding $32 million on TikTok Shop. In contrast, more than 200,000 firms in the UK are currently using social media to sell their goods.

Brands and sellers also recognize the value that TikTok Shop provides, offering a low-cost entry with significant exposure. From sole traders to global brands, the right content, combined with effective data-driven strategies, can help a small business go viral and significantly increase its sales turnover. As competition for e-commerce listings increases in Europe, there are real opportunities to leverage TikTok Shop.

Now that you know there is an ecosystem, the next thing to consider is how to leverage the data and whether you can find opportunities to overtake your competitors.

Why Scrape TikTok Shop Data?

Scraping TikTok Shop information allows you to extract incredible insights for your e-commerce business. With millions of products and sellers on TikTok Shop, tracking fads or monitoring competitors on the platform through normal means is nearly impossible; luckily, data collection through scraping will help solve your dilemma.

By scraping seller and product information, you can identify which products sold best, trending categories, and which promotions generated the most conversions. Furthermore, scraping product information will help expose market inefficiencies where demand is high but supply is low, enabling you to make more informed decisions about inventory and pricing.

Review analysis and engagement analysis will provide firsthand feedback coming directly from buyers. It enables you to make advancements to products, enhancements to content, and improvements to customer service, ultimately creating exponential growth and a sustainable competitive advantage.

What Type of TikTok Shop Data You Can Extract?

• Product Data: Extract product attributes, such as titles, categories, price, discounts, ratings, reviews, and sales counts. With this information, you can discover which items are selling well, which pricing strategies are working, and how consumers are reacting to various types of products.
• Seller Data: Capture seller profiles, including store name, seller reputation, product range, shipping regions, and ratings. That gives you a good idea of who your top competitors are and how they operate their online stores.
• Engagement Data: Track likes, shares, comments, and views on product videos. High engagement often translates into consumer interest and can also indicate a potential viral product.
• Shipping Data: Scrape delivery timeframe, shipping costs, and logistics partner information. It is crucial to have this data to ensure you can compete effectively against sellers offering fast shipping and to monitor customer expectations with cross-border fulfillment.
• Promotional Data: Gather information about flash sales, promo codes, and bundle deals. Knowing what promotions are working will help you optimize your promotions for the best conversion rate.

What Are the Key Features to Focus on While Scraping TikTok Shop Data?

• When extracting data from TikTok Shop, focus on features that initiate product trends and influence buying behavior.
• Products with higher sales volumes indicate demand, but they will also influence your pricing and inventory strategy, ensuring you always align with current trends.
• User engagement — from likes and comments, to shares or even product references — shows what audiences respond to in content, and which products may become viral.
• Customer reviews and product sentiment enable you to identify which features and benefits are practical, as well as weaknesses that you can improve in products.
• Seller ratings, shipping performance, and the types of products offered help us identify what top competitors are doing well.
• Lastly, video formats and performance (such as unboxing versus influencer content) provide further information to help refine content strategies.

Ultimately, all of this information together will ensure that you are always competitive, adapt to market changes considerably faster, and make better data-driven decisions to grow your business in TikTok Shop.

Innovative Ways to Access TikTok Shop Data Without Full Scraping

When analyzing TikTok Shop data, you may not need to scrape everything. One of the cleverest things you can do is use the browser developer tools. Open the Network tab and observe the API or JSON calls running in the background to understand how the product and seller data loads. This way, you are just grabbing structured data, not running elaborate scripts.

You can even use TikTok Shop features to your advantage. As you search the TikTok Shop, use the search filters. For example, tools like “Top Products” or “Best Rated” allow users to select high-performing listings in targeted areas.

No-code platforms make it incredibly easy to collect data through a drag-and-drop interface. They are introducing a range of features related to automation, as well as cloud scraping and exports.

For businesses that require large-scale or consistent data scraping, outsourcing this aspect of data analysis to service providers such as 3i Data Scraping is an appropriate and reliable choice. As a web scraping services provider, businesses receive customized scraping solutions that utilize their systems to collect data through a tailored scraping strategy.

The systems that service providers use can also handle dynamic content, adjust to site changes, and send clean and precisely accurate data. They also provide business support and scalable systems that can help your business with all the TikTok Shop insights you require without the technical issues.

How Can You Turn TikTok Shop Data into a Winning E-Commerce Strategy?

What Can You Learn from TikTok Shop Sellers Through Competitive Intelligence?

• Identify Top Sellers in Your Market: Scrape seller rank, and research the top-selling products/what they have to offer. Then, consider the pricing of those trending & top-selling products so you can begin to analyze what they are doing.
• Analyze Product Launch Patterns: Observe how frequently top sellers release new items. That will help you align your launch schedule with buyer interest cycles (such as back-to-school, holidays, etc.).
• Study Reviews to Find Strengths and Weaknesses: Study buyer reviews through sentiment analysis to identify what buyers love about a product, such as its features (e.g., fast shipping and high-quality products), and what they dislike (e.g., late shipments and broken products upon delivery). You will also use some of these facts to improve your business.
• Identify their Video Strategies: Observe how competitors structure their video marketing. For example, listening to how long their videos are, what type of music is playing in the background, and if influencers are promoting their products for them. It enables you to refine your content structure and transition towards video marketing.
• Study their Promotions and Discounts: Monitor when and how often they run their sales. It will help you not only know when the majority of sales events occur, but also when you might want to make a counteroffer or deploy your promotions at strategic times.

Future Trends of TikTok Shop Data in European E-Commerce Market

Growing competition in online shopping in most European regions is creating new challenges for sellers. As TikTok Shop continues to disrupt European e-commerce, sellers will need to focus on optimizing listings aligned to current trends on the platform, from product recommendations based on buyer behavior, browsing and engagement data to trending content nightly TG/MR, leveraging data that is scraping TikTok Shop content by country, called cross border commerce.

Understanding local country preferences enables sellers to tailor their product offerings, pricing, and logistics strategies.

Social media is transforming influencers into brand launchers and even direct product sellers on TikTok. Sellers need to consider the specific niches they are targeting directly on TikTok and how influencers are marketing products through organic content.

More recently, sellers are discussing participatory live shopping events, and monitoring these events will provide sellers with a clearer picture of which categories and formats are producing real-time conversions.

In conclusion, businesses and sellers must allocate resources toward automated scraping systems that deliver high-quality, accurate insights promptly, enabling them to inform decisions rapidly and maximize their competitive advantage.

Conclusion

TikTok Shop is changing the way products are sold and found in Europe. With millions of users actively engaged, it represents a significant opportunity for e-commerce sellers, brands, and marketers alike. However, in such a fast-paced environment, there is no room for gut feelings. Scraping product and seller data available on TikTok Shop enables you to make informed decisions based on real-time insights.

From trending products to what your competitors are doing, your ability to extract and analyze TikTok Shop data can unlock more efficient marketing campaigns, smarter pricing, and wiser inventory planning. It reframes your position on TikTok as not just a content platform but as a significant business enabler.

To help take the guesswork out of the whole process, consider engaging a data provider like 3i Data Scraping. We are a team of highly trained data scientists specializing in scraping relevant and trustworthy TikTok Shop data tailored to your unique business goals. Whether you’re just starting with TikTok Shop or scaling an existing online store, the right data partner can only help.

Source: https://www.3idatascraping.com/how-to-scrape-tiktok-shop-product-seller-data-in-europe/