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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Scalable Python web scraping scripts for +40 popular domains
| Date | Stars |
|---|---|
| 2026-07-24 | 1042 |
| 2026-07-25 | 1043 |
| 2026-07-28 | 1044 |
| 2026-07-30 | 1045 |
| 2026-08-06 | 1045 |
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# ScrapFly Scrapers 🕷️
This repository contains educational example scrapers for popular web scraping targets using the [ScrapFly](https://scrapfly.io) web scraping API and Python.
Most Scrapers use a simple web scraping stack:
- Python version 3.10+
- [Scrapfly's Python SDK](https://github.com/scrapfly/python-scrapfly) for sending HTTP request, bypass blocking and parsing the HTML using the built-in [parsel](https://pypi.org/project/parsel/) selector.
- [asyncio](https://pypi.org/project/asyncio/) for writing concurrent code using the async/await syntax.
- [JMESPath](https://pypi.org/project/jmespath/) and [nested-lookup](https://pypi.org/project/nested-lookup/) for JSON parsing when needed.
- [loguru](https://pypi.org/project/loguru/) for logging.
To learn more about web scraping see our full tutorials on how to scrape these targets (and many others) see the [scrapeguide directory](https://scrapfly.io/blog/tag/scrapeguide/).
## List of Scrapers
Below is the list of available web scrapers for the supported domains along with their scrape guide, sample datasets, and status. 👇
<table>
<tr>
<td><strong>Domain</strong></td>
<td><strong>Guide</strong></td>
<td><strong>Sample Datasets</strong></td>
<td><strong>Status</strong></td>
</tr>
<tr>
<td><a href="/aliexpress-scraper/">Aliexpress.com</a></td>
<td><a href="https://scrapfly.io/blog/how-to-scrape-aliexpress/">How to Scrape Aliexpress.com (2025 Update)</a></td>
<td>
<ul>
<li><a href="./aliexpress-scraper/results/product.json">Product pages</a></li>
<li><a href="./aliexpress-scraper/results/search.json">Search pages</a></li>
<li><a href="./aliexpress-scraper/results/reviews.json">Product reviews</a></li>
</ul>
</td>
<td><img src="https://img.shields.io/badge/Aliexpress_scraper-success-brightgreen" alt="aliexpress-scraper-status"></td>
</tr>
<tr>
<td><a href="/amazon-scraper/">Amazon.com</a></td>
<td><a href="https://scrapfly.io/blog/how-to-scrape-amazon/">How to Scrape Amazon.com Product Data and Reviews</a></td>
<td>
<ul>
<li><a href="./amazon-scraper/results/product.json">Product pages</a></li>
<li><a href="./amazon-scraper/results/search.json">Search pages</a></li>
<li><a href="./amazon-scraper/results/reviews.json">Product reviews</a></li>
</ul>
</td>
<td><img src="https://img.shields.io/badge/Amazon_scraper-success-brightgreen" alt="amazon-scraper-status"></td>
</tr>
<tr>
<td><a href="/bestbuy-scraper/">BestBuy.com</a></td>
<td><a href="https://scrapfly.io/blog/how-to-scrape-bestbuy-product-offer-and-review-data/">How to Scrape BestBuy Product, Offer and Review Data</a></td>
<td>
<ul>
<li><a href="./bestbuy-scraper/results/promos.json">Sitemap pages</a></li>
<li><a href="./bestbuy-scraper/results/products.json">Product pages</a></li>
<li><a href="./bestbuy-scraper/results/reviews.json">Review pages</a></li>
<li><a href="./bestbuy-scraper/results/search.json">Search pages</a></li>
</ul>
</td>
<td><img src="https://img.shields.io/badge/BestBuy_scraper-success-brightgreen" alt="bestbuy-scraper-status"></td>
</tr>
<tr>
<td><a href="/bing-scraper/">Bing.com</a></td>
<td><a href="https://scrapfly.io/blog/how-to-scrape-bing-search-using-python/">How to Scrape Bing Search with Python</a></td>
<td>
<ul>
<li><a href="./bing-scraper/results/serps.json">SERP data</a></li>
<li><a href="./bing-scraper/results/keywords.json">Keyword data</a></li>
<li><a href="./bing-scraper/results/rich_snippets.json">Rich snippet data</a></li>
</ul>
</td>
<td><img src="https://img.shields.io/badge/Bing_scraper-success-brightgreen" alt="bing-scraper-status"></td>
</tr>
<tr>
<td><a href="/booking-scraper/">Booking.com</a></td>
<td><a href="https://scrapfly.io/blog/how-to-scrape-bookingcom/">How to Scrape BoExcerpt of 29,942 characters
Read on GitHub
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Bernardas Ališauskas · https://scrapecrow.com · Thailand
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:39f97713704fbeb2, topic:web-scraping, topic:crawler, desc:web scraping