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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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Newest and recently refreshed Clura guides, with older redirected articles removed from the index.

Showing 10 of 99 articles
Competitive Intelligence · 9 min read

How to Monitor Competitor Website Changes

Learn how PMM and growth teams monitor competitor website changes across pricing pages, product pages, changelogs, landing pages, and hiring pages without building a scraper.

Competitive Intelligence · 9 min read

How to Track Competitor Pricing Page Changes

A practical workflow for PMMs tracking SaaS pricing page changes, plan names, feature gates, add-ons, trials, annual discounts, and enterprise packaging.

Competitive Intelligence · 8 min read

How to Monitor Competitor Landing Page Copy

A PMM workflow for monitoring competitor landing page copy, hero claims, CTAs, proof points, ICP language, and positioning changes.

Competitive Intelligence · 8 min read

How to Track Competitor Changelog Updates

Track competitor changelog updates, release notes, docs, GitHub activity, and product launches so PMMs can update battlecards and launch plans.

Competitive Intelligence · 9 min read

Competitive Battlecard Template for SaaS PMMs

Use this competitive battlecard template to turn competitor pricing, positioning, product updates, reviews, and objections into sales-ready guidance.

Competitive Intelligence · 8 min read

Competitor Feature Comparison Matrix Template

Build a competitor feature comparison matrix for SaaS PMM research using feature claims, pricing gates, docs links, reviews, and sales evidence.

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 can return 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 and compares major tools by block rate, cost, and best fit.

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 · 11 min read

Price Tracker Chrome Extension for Ecommerce

A price tracker Chrome extension does more than alert you to deals. It helps ecommerce teams monitor competitor prices, export pricing data, and spot market changes without code.

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.