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AI Web Scraping Guides & Tutorials

Read practical web scraping guides for extracting website data, building lead lists, monitoring prices, and automating workflows with Clura.

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Ecommerce · 11 min read

Competitor Price Tracker That Returns Real Prices in 2026

Most competitor price tracking software has block rates of 38–55% and returns prices $4–11 higher than what customers actually pay — because platforms serve inflated prices to detected bots. This guide explains how browser-native price monitoring agents bypass detection, compares every major tool by actual block rate and cost, and shows a free setup that outperforms $299/mo SaaS on accuracy.

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— the essential guides

How to Use This Blog

  1. 1Start with Web Scraping Guide — understand the fundamentals before anything else.
  2. 2Then explore Web Scraping Use Cases — see how businesses apply scraping to real workflows.
  3. 3Move to paginated scraping and other tutorials for harder scenarios.
  4. 4Explore tools and apply scraping to your specific workflow.

Scraping Tutorials

Automate collection from complex websites — dynamic pages, infinite scroll, and multi-page crawls. Each guide builds on the core workflow in the web scraping guide with specific techniques for harder scenarios.

Data Extraction & Export

Collect structured datasets from any website and deliver them directly to Excel, CSV, or Google Sheets — no code or API access required. Pairs with the best web scraping tools guide to match the right tool to each export format.

Lead Generation & LinkedIn

Build targeted prospect lists by scraping LinkedIn profiles, company pages, and business directories at scale. These workflows put the use cases covered across the blog into practice for sales, recruiting, and outreach teams.

Price Monitoring & Ecommerce

Monitor competitor prices on Amazon, eBay, and ecommerce platforms automatically — without writing code. The underlying mechanics are covered in the paginated scraping tutorial, which handles the multi-page product listings these workflows depend on.

All Articles, Newest First

Explore the complete library of web scraping guides, sorted by the most recently published or refreshed article first — from beginner concepts in the web scraping guide to advanced workflows like scraping paginated pages. Follow structured learning paths across tutorials, tools, and real-world use cases.

Showing 10 of 93 articles
Ecommerce · 11 min read

Competitor Price Tracker That Returns Real Prices in 2026

Most competitor price tracking software has block rates of 38–55% and returns prices $4–11 higher than what customers actually pay — because platforms serve inflated prices to detected bots. This guide explains how browser-native price monitoring agents bypass detection, compares every major tool by actual block rate and cost, and shows a free setup that outperforms $299/mo SaaS on accuracy.

Ecommerce · 10 min read

Etsy Scraper: Export Product Listings to CSV

Use an Etsy scraper to export product listing names, prices, shop names, ratings, review counts, image URLs, and listing URLs to CSV. This no-code guide covers Etsy search pages, category pages, pagination, and when Python or API approaches fail.

Lead Generation · 9 min read

Yellow Pages Scraper: Export Local Leads to CSV

Use a Yellow Pages scraper to export local business names, categories, phones, websites, ratings, addresses, and listing URLs to CSV. This guide covers local lead list workflows, enrichment, pagination, and no-code scraping from directory pages.

Lead Generation · 10 min read

Apollo Scraper: Export Leads to CSV in 2026

Use an Apollo scraper to export visible Apollo.io people-search and company-list data to CSV. This guide covers fields, pagination, Chrome extension workflows, enrichment handoff, and when Apollo scraping is better than manual profile-by-profile copying.

Ecommerce · 10 min read

Shopify Scraper: Export Products to CSV

Use a Shopify scraper to export product names, prices, variants, images, availability, vendors, collections, and product URLs from Shopify collection pages to CSV. This guide covers no-code scraping, product catalog workflows, pagination, and when to use a Chrome extension instead of Python.

Travel Data · 9 min read

Airbnb Scraper: Export Listings to CSV in 2026

Use an Airbnb scraper to export listing titles, nightly prices, ratings, review counts, locations, images, and listing URLs to CSV. This no-code workflow covers Airbnb search pages, pagination, Python limits, and short-term rental market research.

Real Estate · 8 min read

Rightmove Scraper: Export Property Data in 2026

Use a Rightmove scraper to export UK property listings, prices, addresses, bedrooms, agent names, images, and listing URLs to CSV. This guide covers the no-code workflow, Python limits, pagination, and property-market research.

Reviews · 9 min read

Trustpilot Scraper: Export Reviews in 2026

Use a Trustpilot scraper to export review text, star ratings, reviewer names, dates, verified badges, company replies, and review URLs to CSV. This no-code guide covers Trustpilot review scraping, APIs, Python limits, and review analysis workflows.

Reviews · 9 min read

G2 Scraper: Export SaaS Reviews to CSV in 2026

Use a G2 scraper to export SaaS review text, ratings, reviewer roles, company sizes, review dates, product names, and review URLs to CSV. This guide covers G2 review scraping, competitor analysis, API limits, and no-code extraction.

Job Data · 9 min read

Upwork Scraper: Export Job Posts to CSV in 2026

Use an Upwork scraper to export project titles, budgets, hourly rates, skills, descriptions, client details, posted dates, and job URLs to CSV. This guide covers Upwork job scraping, Python limits, pagination, and freelancer-market research.