How to Perform product data scraping with ChatGPT?

Businesses today use web scraping as a significant tool for gathering data from various websites. In the older times, companies used to do the data collection manually. But, with time, businesses started switching to web scraping services. Now, there are LLM-based tools available online to make life easy. One of the LLM-based tools that is famous amongst almost everyone is ChatGPT.


What Is Web Scraping Using ChatGPT?

It is a simplest process of giving prompts or instructions to ChatGPT to give the required data from a specific website. This process is quite different from manually extracting data. The type of instructions you give to ChatGPT the type of extracted data you get. The collected data gets stored and is available for download in CSV format. During the web scraping, the bots are programmed to visit the websites, check the pages and extract the required information.

What Is Product Data Scraping?

Product data scraping is similar to web scraping. It is a process of extracting product data such as descriptions, product names, prices, availability, images, reviews, and other related information.

Benefits Of Product Data Scraping With ChatGPT For Automated Data Collection

ChatGPT is quite simple to use. It has an easy-to-use interface. Using ChatGPT for product data scraping has various benefits that will help you increase your knowledge base.

  1. Improved Accuracy
  2. Less Time-Consuming
  3. Cost-Effectiveness
  4. Competitive Advantage
  5. Customization
  6. Scraping Instructions

How To Do Scraping With ChatGPT?

Before coming across the step-by-step tutorial of product data scraping with ChatGPT, choose an eCommerce store with multiple categories. Going ahead, you will learn the steps of how to do scraping with ChatGPT.

Sign Up for ChatGPT

Open ChatGPT's website to sign up. After completing the sign-up process, you will be redirected to the chat window. Now, you can start a chat by entering your query.

Decide the Elements to Scrape

Before giving prompts to ChatGPT, decide which elements you want to scrape on the target page. For instance, assume you want to scrape the elements of mobile phone prices and titles.

  • On the mobile phone titles, click on any of the titles. Select "Inspect". You will notice that the HTML code for the element is opened in the Developer Tools Window.
  • Right-click the element and choose "Copy Selector" with the mobile phone title. The following figure explains all.
  • Write the selector and repeat the steps for finding the selector for the price element.
Write the ChatGPT Prompt

Make sure the prompt should be well explained. Tools, Code's Programming Language, and Libraries should be well explained. The special instructions for the code must comply with it.

Check the Code

The moment ChatGPT provides you with the code, it is necessary to review it first. Cross-check if the code has some packages or libraries you want to exclude. If you face any glitches, then give the prompts to ChatGPT again.

Execute and Test

Once satisfied, go ahead and copy the ChatGPT-generated code and execute it.

You have extracted the necessary information from the target pages you wanted to scrape.


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