Instagram presents scraping hurdles like login walls, complex JavaScript, AJAX parsing, and IP blocking safeguards.


Twitter’s scraping challenges include dynamic loading, login walls, and strict policies restricting unauthorized extraction.

LinkedIn scraping requires rotating proxies, headless browsers, and handling dynamic AJAX-driven profile structures.


Crunchbase scraping difficulty arises from login barriers, dynamic elements, and strong anti-bot protections.

G2’s structured reviews aid scraping, but legal concerns and dynamic CSS challenge consistent data access.


BestBuy scraping involves tackling CAPTCHAs, IP blocks, and dynamic content using sophisticated proxy solutions.

Glassdoor data scraping needs rotating proxies and careful parsing due to anti-bot and dynamic challenges.

Google.com scraping complexity arises from anti-bot protections, JavaScript challenges, and personalized, dynamic page rendering.

Target’s data parsing remains straightforward, but bypassing advanced defenses requires robust scraping strategies.

Amazon’s robust anti-scraping protections make data extraction difficult, demanding advanced tools and strategies.

Scraping Shopee requires rotating proxies, correct headers, and JavaScript handling for reliable data.

Walmart data extraction involves overcoming CAPTCHAs, irregular structures, and dynamic content using automation tools.

eBay’s protections like JavaScript rendering, CAPTCHA, and IP limits demand skilled scraping methods.

Apple’s site provides valuable specifications but enforces complex CSS, authentication, and anti-scraping barriers.

Facebook scraping remains tough with advanced defenses, required logins, and shifting structures hinder reliable access.

YouTube scraping requires advanced techniques handling JavaScript, dynamic CSS, login barriers, and adaptive crawlers.

Pinterest scraping provides valuable metadata, though rate limiting and dynamic elements increase technical hurdles.

TikTok scraping faces captchas, dynamic CSS, AJAX challenges, login restrictions, and anti-scraping measures.

Redfin scraping requires proxies and advanced tools to bypass detection, rate limits, and dynamic structures.

Zillow’s structured data is simple to parse, yet scraping access faces IP blocks and CAPTCHAs.


Realtor’s dynamic CSS, spoofing, and anti-scraping defenses demand advanced, adaptive scraping techniques.