Web Scraping Tutorials
Step-by-step guides to scrape Google, Amazon, YouTube, Walmart, and Reddit with any language. Get structured JSON -- no proxies, no CAPTCHAs, no broken selectors.
Scrape Google
Web search with knowledge graph, PAA, and AI overviews
Scrape Google Images
Image-bearing web results from the Google SERP
Scrape TikTok
Trending video, creator, and product discovery
Scrape Apple App Store
App Store listing discovery through Google search
Scrape Glassdoor
Glassdoor employer profiles, reviews and salaries without a partnership
Scrape Indeed
Indeed job postings with employer ratings, no partner programme
Scrape Airbnb
Airbnb search listings with prices, where no public API exists
Scrape Redfin
Redfin listings and market medians, 100 per credit
Scrape Meta Ad Library
Public Meta Ad Library creatives with full cursor pagination, no token
Scrape Google Ads Transparency
Advertiser ad history from Google's Ads Transparency Center
Scrape Google SERP Ads
Live SERP ad creatives from the Google results page
| Platform | Python | JavaScript | TypeScript | Go | Ruby | PHP | Java | C# | Rust | cURL |
|---|---|---|---|---|---|---|---|---|---|---|
| Guide | – | – | – | – | Guide | Guide | – | – | Guide | |
| Amazon | – | Guide | – | Guide | – | – | – | – | – | – |
| – | – | Guide | – | – | – | Guide | – | – | – | |
| YouTube | Guide | – | – | – | – | Guide | – | – | – | Guide |
| Walmart | Guide | – | – | – | – | – | – | – | – | – |
| – | – | – | – | – | – | – | Guide | – | – | |
| TikTok | – | Guide | Guide | – | – | – | – | – | Guide | – |
| Shopify | – | – | – | – | – | – | – | – | – | – |
| X (Twitter) | – | – | – | – | – | – | – | – | – | – |
| Apple App Store | Guide | Guide | – | – | – | – | – | – | – | – |
| Google Play Store | Guide | – | – | – | – | – | – | – | – | – |
| Google Reviews | – | – | – | – | – | – | – | – | – | – |
| Google Scholar | Guide | – | – | – | – | – | – | – | – | – |
| Glassdoor | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide |
| Indeed | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide |
| Airbnb | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide |
| Redfin | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide |
| Meta Ad Library | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide |
| Google Ads Transparency | Guide | – | Guide | – | – | Guide | – | Guide | – | Guide |
| Google SERP Ads | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide | Guide |
| Reddit Comments Tree | – | – | – | – | – | – | – | – | – | – |
| YouTube Shorts | – | – | – | – | – | – | – | – | – | – |
| YouTube Playlists | – | Guide | – | – | – | Guide | – | – | – | – |
| Google Jobs | Guide | – | – | Guide | – | Guide | – | – | – | – |
| Amazon Bestsellers | – | – | – | – | – | – | – | – | – | – |
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