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AI Web Scraping Guides & Tutorials

Learn how to scrape website data, automate data extraction, and build powerful workflows using AI web scraping tools. The Clura blog covers tutorials, scraping guides, automation workflows, and practical use cases for marketers, founders, recruiters, and analysts.

Start Here

— 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

Explore the complete library of web scraping guides — 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 77 articles

Social Media Scraping

Social Media Scraping · 10 min read

Pinterest Scraper: Boards, Pins & Images Without the API Wait

Pinterest's developer API requires a 2–4 week approval process and caps free accounts at 1,000 requests/day. Public boards are fully scrapable without an API key. Here's the CDN URL trick, the Playwright board workflow, and why Python requests gets blocked 62% of the time.

Web Scraping Tools

Web Scraping Tools · 8 min read

Telegram Scraper: What Works and What Gets You Banned

Telegram has an official Python library for reading message history. It also bans accounts that use it for member scraping. Here's what's actually safe to extract, what triggers account restrictions, and the no-code path for public channel data.

Web Scraping Tools · 7 min read

YouTube Channel Scraper: Export Subscriber and Video Stats

YouTube channel pages expose subscriber counts, total views, video counts, upload dates, and per-video performance — all publicly visible without the API. Here's how to extract channel data for influencer vetting, competitor research, and market sizing, with real block rates and a working no-code workflow.

Web Scraping Tools · 7 min read

YouTube Comment Scraper: Export Comments Without API Limits

YouTube's commentThreads.list API costs 1 unit per request but caps out at 10,000 comments per day before quota resets. For sentiment analysis, brand monitoring, and research, there's a faster path — browser-based extraction with no quota and a dedicated comment extractor workflow.

Web Scraping Tools · 8 min read

YouTube Scraper: Channel Stats, Video Data, and Transcripts

The YouTube Data API gives you 10,000 units per day — one search costs 100 units, so you're capped at 100 searches before hitting quotaExceeded. This guide covers what you can scrape without the API: channel stats, video metadata, transcripts, and comments — with real block rates and working methods.

Web Scraping Tools · 9 min read

Reddit Scraper: What Works After the 2023 API Lockdown

Reddit's June 2023 API pricing killed PRAW workflows and Pushshift overnight. But direct HTML scraping and the undocumented JSON endpoint still work — with a ~15% block rate at reasonable request speeds. Here's what's actually running in 2026, with real rate limits, code that works, and what Pushshift alternatives exist.

Web Scraping Tools · 8 min read

Google Scraper: Extract SERP Data Without Getting Blocked

Google blocks automated scrapers faster than any other site. Python requests dies within 50 queries. Even Playwright with proxies fails at ~22% of requests. Here's what actually works in 2026 — with real block rates, real costs, and the Monday morning workflow I use for 200 keywords.

Web Scraping Tools · 9 min read

Scraper API: Top Options, Real Costs, and When to Skip One

A scraper API handles proxies, rendering, and anti-bot measures so you don't have to. This guide ranks ScraperAPI, Apify, Bright Data, and Zyte on real costs, block rates, and JavaScript support — plus when a no-code tool is faster.

Guides

Guides · 14 min read

Fastest AI Web Scraper for Chrome: 0ms Heuristic Detection

An AI web scraper Chrome extension extracts structured data from any website automatically — no coding required. This guide covers how to scrape any website, export to Excel, handle dynamic pages, and which tools rank best in 2026.

Guides · 10 min read

How to Scrape Google Maps Data Without Code (2026)

Learn how to scrape Google Maps business data — names, phone numbers, addresses, ratings, Google Reviews, and GMB profile attributes — without writing a single line of code. Step-by-step guide using a Chrome extension.