Universal Web Scraper & Data Extractor – Fast No-Code Tool

Python HTTP Edition — HTTPX + BeautifulSoup

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📌 Overview

Universal Web Scraper & Data Extractor is a fast and lightweight web scraping tool that can scrape website data from almost any webpage. It fetches pages over HTTP, parses HTML using BeautifulSoup, and converts webpage content into clean structured datasets.

This universal web scraper can extract website titles, meta descriptions, and readable page text — making it ideal for SEO pipelines, research, lead generation, automation workflows, and large-scale website data extraction.

⚡ No browser required 💸 Low resource usage 📄 Clean, machine-ready output

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🚀 When to Use This Actor

Use Universal Web Scraper & Data Extractor – Fast No-Code Tool (HTTP version) when:

• Pages are static HTML (no JavaScript rendering required)
• You need fast and low-cost scraping
• You want clean, readable webpage content

Common Use Cases

• SEO pipelines
• Research & content analysis
• Metadata extraction APIs
• Lightweight data pipelines

👉 For JavaScript-heavy websites, use a Playwright-based extractor instead.

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🧠 How It Works

1. Loads start_urls from input

2. For each URL:

• Sends HTTP request using httpx
• Parses HTML using BeautifulSoup

3. Extracts structured data:

• Page title
• Meta description
• Clean readable text content

4. Saves results to the default dataset

⚡ No browser ⚡ No JavaScript rendering ⚡ Maximum speed and reliability

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📥 Input Example

{
  "start_urls": [
    "https://example.com",
    "https://quotes.toscrape.com/"
  ]
}

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📤 Output Example

{
  "url": "https://example.com",
  "title": "Example Domain",
  "description": "This domain is for use in illustrative examples.",
  "text_content": "Example Domain This domain is for use in illustrative examples...",
  "timestamp": "2025-01-01T12:00:00Z"
}

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💰 Pricing

This Actor uses pay-per-event pricing.

You are charged per successfully extracted result stored in the dataset.

This pricing model is optimized for low-cost, high-volume workflows.

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🧪 Best Practices

Recommended for static HTML pages, including:

• Articles and blogs
• Documentation websites
• Product descriptions
• Landing pages
• SEO metadata pages

💡 Tip: Batch multiple URLs per run to maximize efficiency and reduce costs.

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❗ Limitations

This Actor is intentionally lightweight and HTTP-only.

❌ No JavaScript rendering ❌ Not suitable for SPAs (React, Vue, Angular) ❌ No automatic pagination ❌ No selector-based custom extraction

For advanced rendering and dynamic pages, use a Playwright-based scraping Actor.

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🔗 Tips & Integrations

This Actor can be combined with downstream tools for:

• Data cleaning
• NLP processing
• Embeddings
• Search indexing
• Analytics pipelines

Perfect for building end-to-end automation workflows.

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🏆 Why This Actor Exists

This Actor follows a simple philosophy:

Do one thing extremely well.

Universal Web Scraper & Data Extractor focuses on:

• Speed
• Reliability
• Low cost
• Clean structured output

It is designed for teams that need raw webpage content quickly without browser overhead.

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🔧 Changelog

v0.0.9 — Python HTTP / BeautifulSoup Edition

• Added HTTPX + BeautifulSoup extraction engine
• Automatic title, description, and text extraction
• clean_html() helper for readable content
• Simplified input schema
• Flat output dataset
• Ready for QA and $1M Challenge evaluation

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🔗 Related Actors

You may also find these Actors useful:

• Universal Data Cleaner V3 – CRM & Excel Data Cleaning Tool • Redfin Property Data Extractor – Listings & Prices • Website Availability Monitor – Change Detection

These tools can be combined to build complete automation pipelines for extraction, cleaning, and monitoring.

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📜 Compliance

This Actor accesses publicly available webpages only.

Users are responsible for ensuring their use complies with the target website's terms of service and applicable regulations.