Thunderbit’s **AI-Powered Les Numériques Scraper** transforms how you collect product data from [Les Numériques](https://www.lesnumeriques.com/). Using advanced AI, Thunderbit structures product listings and detailed specifications into clean, downloadable datasets—ideal for sales, marketing, e-commerce, and research professionals. With just a couple of clicks, you can extract SKUs, product names, prices, and more, saving hours of manual work.

## 📱 What is Les Numériques Scraper

The [Les Numériques Scraper](https://thunderbit.com/) is an **AI Web Scraper** designed to extract structured data from [Les Numériques](https://www.lesnumeriques.com/), a leading French tech review and product comparison site. With Thunderbit’s [Chrome Extension](https://chromewebstore.google.com/detail/hbkblmodhbmcakopmmfbaopfckopccgp), you simply navigate to any Les Numériques page, click **AI Suggest Columns**, and then hit **Scrape**. Thunderbit’s AI instantly analyzes the page and organizes the data into a spreadsheet-ready format—no coding or manual copy-pasting required.

![Les Numériques Homepage](https://strapi.thunderbit.com/uploads/screenshot20250428142918_e59c4d44e7.png)

## 🔍 What can you scrape with Les Numériques Scraper

Thunderbit’s Les Numériques Scraper is perfect for extracting both product listings and detailed product specifications. Here’s how you can use it for two common scenarios:

### 📋 Scrape Les Numériques SKU Listings Page

With Thunderbit, you can extract all product SKUs, names, prices, and ratings from a [Les Numériques comparison page](https://www.lesnumeriques.com/telephone-portable/face-a-face/76132-74326.html). This is ideal for building product databases, tracking competitors, or analyzing market trends.

![Les Numériques SKU Listings Screenshot](https://strapi.thunderbit.com/uploads/screenshot20250428143041_8514aaea1b.png)

#### Steps:
1. Download the [Thunderbit Chrome Extension](https://chromewebstore.google.com/detail/hbkblmodhbmcakopmmfbaopfckopccgp) and register an account.
2. Go to the destination page, for example: [Les Numériques SKU Listings](https://www.lesnumeriques.com/telephone-portable/face-a-face/76132-74326.html).
3. Click **AI Suggest Columns**, which recommends column names.
4. Click **Scrape** to run the scraper, get data, and download the file.

#### Column names

<Table content={`| **Column**      | **Description** |
|----------------|-----------------|
| 🆔 **SKU** | Unique identifier for each product. |
| 📱 **Product Name** | The name of the product listed. |
| 💲 **Price** | The listed price of the product. |
| ⭐ **Rating** | The average rating given by Les Numériques. |
| 📝 **Short Description** | Brief summary of the product. |
| 🔗 **Product URL** | Direct link to the product’s detail page. |
| 🖼️ **Image URL** | Link to the product image. |`} />

### 📑 Scrape Les Numériques SKU Details Page

Thunderbit’s AI can also extract in-depth specifications from a [Les Numériques product detail page](https://www.lesnumeriques.com/telephone-portable/samsung-galaxy-a56-p76132.html). This is perfect for compiling technical data, comparing features, or enriching your product catalog.

![Les Numériques SKU Details Screenshot](https://strapi.thunderbit.com/uploads/screenshot20250428143107_9ff58173c5.png)

#### Steps:
1. Download the [Thunderbit Chrome Extension](https://chromewebstore.google.com/detail/hbkblmodhbmcakopmmfbaopfckopccgp) and register an account.
2. Go to the destination page, for example: [Les Numériques SKU Details](https://www.lesnumeriques.com/telephone-portable/samsung-galaxy-a56-p76132.html).
3. Click **AI Suggest Columns**, which recommends column names.
4. Click **Scrape** to run the scraper, get data, and download the file.

#### Column names

<Table content={`| **Column**      | **Description** |
|----------------|-----------------|
| 🆔 **SKU** | Unique identifier for the product. |
| 📱 **Product Name** | The name of the product. |
| 🏷️ **Brand** | The manufacturer or brand of the product. |
| 💲 **Price** | The listed price. |
| ⭐ **Rating** | Les Numériques’ rating for the product. |
| 📝 **Full Description** | Detailed product description and features. |
| 📊 **Specifications** | Technical specifications (e.g., screen size, battery, camera). |
| 🖼️ **Image URL** | Link to the product image. |
| 🔗 **Product URL** | Direct link to the product’s detail page. |`} />

## 💡 Why Use Les Numériques Scraper Tool

Scraping Les Numériques is valuable for a wide range of professionals:

- **E-commerce teams**: Quickly build or update product catalogs with accurate specs and prices.
- **Sales & marketing**: Monitor competitors, analyze pricing, and track product launches.
- **Market researchers**: Collect large datasets for trend analysis or competitive benchmarking.
- **Tech bloggers & journalists**: Gather structured data for reviews, comparisons, and content creation.
- **Developers & data scientists**: Automate data collection for analytics, dashboards, or machine learning projects.

Thunderbit’s AI-powered approach means you don’t need to write code or spend hours copying and pasting—just point, click, and download.

## 🧩 How to Use Les Numériques Chrome Extension

1. **Install the Thunderbit Chrome Extension**: Download the [Thunderbit Chrome Extension](https://chromewebstore.google.com/detail/hbkblmodhbmcakopmmfbaopfckopccgp) and register your account.
2. **Navigate to Les Numériques Listings or Details Page**: Go to any [Les Numériques comparison page](https://www.lesnumeriques.com/telephone-portable/face-a-face/76132-74326.html) or [product detail page](https://www.lesnumeriques.com/telephone-portable/samsung-galaxy-a56-p76132.html).
3. **Activate AI-Powered Scraper**: Click **AI Suggest Columns** to generate column names or customize columns to meet your needs.

For a step-by-step guide, check out [How to Scrape Any Website Using AI](https://thunderbit.com/blog/scrape-any-website-using-ai) and [How to Scrape Website Data into Excel using AI](https://thunderbit.com/blog/scrape-website-data-into-excel).

## 💵 Pricing for Les Numériques Scraper

Thunderbit uses a **credit-based system**:  
- **1 credit = 1 output row** (e.g., 1 product scraped).
- **Free tier**: Scrape up to 6 pages per month.
- **Free trial**: Scrape up to 10 pages for free when you start your trial.

**AI-Powered Scraper** is included in all plans. Paid plans are available for higher-volume needs, and the **yearly plan** offers the best value with a significant discount.

<Table content={`| **Tier** | **Monthly Price** | **Yearly Price** | **Yearly Total Cost** | **Credits/Month** | **Credits/Year** |
| --- | --- | --- | --- | --- | --- |
| **Free** | Free | Free | Free | 6 pages | N/A |
| **Starter** | $15 | $9 | $108 | 500 | 5,000 |
| **Pro 1** | $38 | $16.5 | $199 | 3,000 | 30,000 |
| **Pro 2** | $75 | $33.8 | $406 | 6,000 | 60,000 |
| **Pro 3** | $125 | $68.4 | $821 | 10,000 | 120,000 |
| **Pro 4** | $249 | $137.5 | $1,650 | 20,000 | 240,000 |`} />

You can view all options on the [Thunderbit Pricing page](https://thunderbit.com/pricing).

## ❓ FAQ

1. **What is the AI Powered Les Numériques Scraper?**  
   The AI Powered Les Numériques Scraper is a tool that uses artificial intelligence to extract structured data from Les Numériques product listings and detail pages. It automates the process of collecting SKUs, prices, ratings, and specifications, making data collection fast and accurate.

2. **What is Thunderbit?**  
   Thunderbit is an AI-driven Chrome Extension that helps you scrape data, autofill forms, and summarize content from any website. It’s designed for business users, marketers, researchers, and anyone who wants to automate repetitive web tasks without coding.

3. **How do I get started with the Les Numériques Scraper?**  
   Simply install the [Thunderbit Chrome Extension](https://chromewebstore.google.com/detail/hbkblmodhbmcakopmmfbaopfckopccgp), register your account, and navigate to any Les Numériques page. Use the AI Suggest Columns feature to set up your scraper, then click Scrape to download your data.

4. **What data can I extract from Les Numériques?**  
   You can extract product SKUs, names, prices, ratings, descriptions, technical specifications, images, and direct URLs. The AI Suggest Columns feature helps you select the most relevant fields for your needs.

5. **How many pages can I scrape for free?**  
   On the free plan, you can scrape up to 6 pages per month. If you start a free trial, you can scrape up to 10 pages before choosing a paid plan.

6. **What is a credit and how is it used?**  
   A credit represents one output row—typically one product or listing. Each time you scrape a page, the number of rows extracted will determine how many credits are used.

7. **Can I customize the columns I want to scrape?**  
   Yes, Thunderbit’s AI Suggest Columns feature recommends columns based on the page, but you can adjust or add columns to fit your specific requirements before scraping.

8. **Is Thunderbit suitable for non-technical users?**  
   Absolutely. Thunderbit is designed for anyone to use, regardless of technical background. The interface is intuitive, and the AI handles the complexity of data extraction for you.

9. **Where can I learn more about web scraping and Thunderbit’s features?**  
   Visit the [Thunderbit Blog](https://thunderbit.com/blog) for tutorials and guides, such as [What Is Data Scraping and How to Do It in 2025](https://thunderbit.com/blog/what-is-data-scraping-and-how-to-do-it), [How to Scrape Any Website Using AI](https://thunderbit.com/blog/scrape-any-website-using-ai), and [The Best Web Scraping Tools & Software in 2025](https://thunderbit.com/blog/best-web-scraping-tools).

## 📚 Learn More

- [Thunderbit Official Website](https://thunderbit.com/)
- [Download Thunderbit Chrome Extension](https://chromewebstore.google.com/detail/hbkblmodhbmcakopmmfbaopfckopccgp)
- [Thunderbit Pricing](https://thunderbit.com/pricing)
- [Thunderbit Blog](https://thunderbit.com/blog)
- [How to Scrape Website Data into Excel using AI](https://thunderbit.com/blog/scrape-website-data-into-excel)
- [How to Scrape Any Website Using AI](https://thunderbit.com/blog/scrape-any-website-using-ai)
- [Thunderbit YouTube Channel](https://www.youtube.com/@thunderbit-ai)

With Thunderbit, you can turn Les Numériques into a rich source of structured product data—no technical skills required. Try it today and see how much time you can save.

Thunderbit's Les Numériques Scraper enables you to extract product listings and detailed specifications from Les Numériques using AI. Capture SKUs, product names, prices, and more in just a couple of clicks for your sales, marketing, or research needs.

Les Numériques Scraper

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