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GPT Scraper — Web | Lagic

Built ForMarketing & PRE-commerceFinancial Services

Turn any website's content into structured data or summarized text using GPT.

Curated by Lagic·Verified working

Configure Agent

A static list of URLs to scrape. For details, see Start URLs in README.

Instruct GPT how to generate text. For example: "Summarize this page in three sentences."You can instruct OpenAI to answer with "skip this page", which will skip the page. For example: "Summarize this page in three sentences. If the page is about Lagic Proxy, answer with 'skip this page'.".

Glob patterns matching URLs of pages that will be included in crawling. Combine them with the link selector to tell the scraper where to find links. You need to use both globs and link selector to crawl further pages.

Glob patterns matching URLs of pages that will be excluded from crawling. Note that this affects only links found on pages, but not Start URLs, which are always crawled.

This specifies how many links away from the Start URLs the scraper will descend. This value is a safeguard against infinite crawling depths for misconfigured scrapers.If set to 0, there is no limit.

Maximum number of pages that the scraper will open. 0 means unlimited.

This is a CSS selector that says which links on the page (<a> elements with href attribute) should be followed and added to the request queue. To filter the links added to the queue, use the Pseudo-URLs setting.If Link selector is empty, the page links are ignored.For details, see Link selector in README.

Cookies that will be pre-set to all pages the scraper opens. This is useful for pages that require login. The value is expected to be a JSON array of objects with `name`, `value`, 'domain' and 'path' properties. For example: `[{"name": "cookieName", "value": "cookieValue"}, "domain": ".domain.com", "path": "/"}]`. You can use the EditThisCookie browser extension to copy browser cookies in this format, a..

Results to deliver

2,700 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

27 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

The text generated by GPT based on your instructions.Structured data formatted according to your custom JSON schema (if used).The original URL of the scraped page.A link to the full HTML of the page as it was scraped.A link to a screenshot of the page.A link to the exact content that was sent to GPT for processing.
Value...Value...https://...https://...https://...https://...
Value...Value...https://...https://...https://...https://...
..................
Exports as:CSVXLSXJSON

Overview

Scrape any website and use GPT to summarize content, answer questions, or extract specific data points into a structured format. Ideal for market research, content analysis, and lead generation from unstructured web pages.

### Transform Unstructured Web Content into Actionable Data Most information on the web isn't organized for analysis. It's buried in articles, product descriptions, and forum posts. This tool bridges that gap by combining a web crawler with the analytical power of GPT models. Instead of just downloading HTML, it reads and interprets the content based on your instructions, turning paragraphs of text into clean, organized data. ### How It Works You provide a starting URL and a plain-English instruction, such as, "Summarize this article in three bullet points," or "Extract the CEO's name, company name, and quarterly revenue from this press release." The tool fetches the content from the page, sends it to GPT with your prompt, and returns the generated answer. For more complex tasks, you can define a specific JSON structure, and the tool will format GPT's response to match, giving you consistently structured data every time. ### Fine-Tuned for Precision and Cost Control To ensure you only process relevant information and manage costs, you can specify exactly which parts of a webpage to analyze. Use a CSS selector to target just the main content of an article, ignoring headers, footers, and ads. The tool also allows you to automatically remove common irrelevant elements like scripts and styles, reducing the amount of data sent to GPT and lowering the cost of each run. You can also configure it to crawl from the starting page to other linked pages, enabling site-wide analysis. ### Who Is This For? This tool is designed for market researchers, content strategists, lead generation teams, and data analysts who need to extract specific insights from web pages without writing custom scrapers for every site. It replaces manual copy-pasting and complex coding with simple instructions and optional schemas.

Key Capabilities

  • The text generated by GPT based on your instructions.
  • Structured data formatted according to your custom JSON schema (if used).
  • The original URL of the scraped page.
  • A link to the full HTML of the page as it was scraped.
  • A link to a screenshot of the page.
  • A link to the exact content that was sent to GPT for processing.
  • Debugging information, including the GPT model used and the cost in USD for the API call.
  • Summarize a list of news articles or blog posts for a daily competitive intelligence briefing.
  • Extract product names, prices, and specifications from multiple e-commerce sites into a spreadsheet.
  • Perform sentiment analysis on customer reviews from different forums or product pages.
  • Gather contact information like names, job titles, and company affiliations from conference speaker lists.
  • Monitor brand mentions across blogs and news sites and classify the context of each mention.
  • Categorize a list of articles by topic (e.g., 'Technology,' 'Finance,' 'Healthcare') based on their content.
  • Extract key data points like revenue, net income, and EPS from quarterly financial reports published online.

Field Dictionary

How To Run This Extractor

1

Provide one or more website URLs in the 'Start URLs' field.

2

Write a clear, specific command for the AI in the 'Instructions for GPT' field.

3

Optional: Define a JSON schema to force the output into a structured format.

4

Optional: Add a 'Link selector' and adjust the 'Max crawling depth' to scrape multiple pages.

5

Run the tool.

6

Download the results, including GPT's text answer and any structured JSON data.

Frequently Asked Questions

Do I need to be a developer to use this?
No. You interact with it using plain-English instructions and by providing URLs. No coding is required.
What formats can I export the data in?
Is it legal to scrape any website?
Can I scrape more than one page at a time?
How can I control my costs?
What's the difference between the 'answer' and 'jsonAnswer' fields in the output?
Is this suitable for client work?
How is this different from a standard web scraper?
How fresh is the data?
Can I schedule this to run automatically?
What happens if a website has dynamic, JavaScript-loaded content?