Scraping Test Scenarios
Practice your web scraping skills against these real-world challenges. Each test simulates a common pattern found on production websites.
E-commerce Listing
Product grid with pagination, filters, and dynamic pricing
easymediumhard
Max score: 100 points
Real Estate Listings
Property cards with infinite scroll and detail pages
easymediumhard
Max score: 100 points
Captcha Challenge
Content locked behind captcha verification
easymediumhard
Max score: 100 points
Login Protected
Authentication flow with session cookies
easymediumhard
Max score: 100 points
Cookie Consent Wall
Content blocked until cookies accepted
easymediumhard
Max score: 100 points
JS Rendered Content
Data only appears after JavaScript execution
easymediumhard
Max score: 100 points
Dynamic Pagination
Load-more and cursor-based pagination
easymediumhard
Max score: 100 points
Honeypot Traps
Hidden links that detect automated crawlers
easymediumhard
Max score: 100 points
Auction Listings
eBay-like marketplace with time-sensitive auctions and bidding
easymediumhard
Max score: 100 points
robots.txt & Sitemap
Crawler politeness — respect Disallow rules and discover URLs via sitemap
easymediumhard
Max score: 100 points
GraphQL API
Query a GraphQL endpoint with relay pagination and nested data
easymediumhard
Max score: 100 points
CSRF Protection
Extract and submit CSRF tokens with form requests
easymediumhard
Max score: 100 points
Hidden Data in HTML
Extract data from script tags, JSON-LD, data attributes, and CSS
easymediumhard
Max score: 100 points
Redirect Chains
Follow 301/302/307 redirect chains and detect circular loops
easymediumhard
Max score: 100 points
Crawler Traps
Avoid infinite depth traps — calendar loops and session ID vortex
easymediumhard
Max score: 100 points
File Downloads
Download and parse CSV, JSON, PDF, and XML files
easymediumhard
Max score: 100 points
Iframe Content
Extract data from static, login, and dynamically loaded iframes
easymediumhard
Max score: 100 points