[Blog](https://scrapfly.io/blog) / [Mayada Shaaban](https://scrapfly.io/blog/author/mayada-shaaban-90143e67) MS # @ Mayada Shaaban 13 articles published [ai](https://scrapfly.io/blog/tag/ai) [anti-bot](https://scrapfly.io/blog/tag/anti-bot) [api](https://scrapfly.io/blog/tag/api) [beautifulsoup](https://scrapfly.io/blog/tag/beautifulsoup) [blocking](https://scrapfly.io/blog/tag/blocking) [cloud-browser](https://scrapfly.io/blog/tag/cloud-browser) [crawling](https://scrapfly.io/blog/tag/crawling) [css-selectors](https://scrapfly.io/blog/tag/css-selectors) [curl](https://scrapfly.io/blog/tag/curl) [data-parsing](https://scrapfly.io/blog/tag/data-parsing) [ecommerce](https://scrapfly.io/blog/tag/ecommerce) [fashion](https://scrapfly.io/blog/tag/fashion) [frameworks](https://scrapfly.io/blog/tag/frameworks) [golang](https://scrapfly.io/blog/tag/golang) [graphql](https://scrapfly.io/blog/tag/graphql) [headless-browser](https://scrapfly.io/blog/tag/headless-browser) [hidden-api](https://scrapfly.io/blog/tag/hidden-api) [http](https://scrapfly.io/blog/tag/http) [httpx](https://scrapfly.io/blog/tag/httpx) [java](https://scrapfly.io/blog/tag/java) [javascript](https://scrapfly.io/blog/tag/javascript) [jupyter](https://scrapfly.io/blog/tag/jupyter) [nodejs](https://scrapfly.io/blog/tag/nodejs) [parsel](https://scrapfly.io/blog/tag/parsel) [php](https://scrapfly.io/blog/tag/php) [playwright](https://scrapfly.io/blog/tag/playwright) [project](https://scrapfly.io/blog/tag/project) [proxies](https://scrapfly.io/blog/tag/proxies) [puppeteer](https://scrapfly.io/blog/tag/puppeteer) [python](https://scrapfly.io/blog/tag/python) [r](https://scrapfly.io/blog/tag/r) [real-estate](https://scrapfly.io/blog/tag/real-estate) [requests](https://scrapfly.io/blog/tag/requests) [ruby](https://scrapfly.io/blog/tag/ruby) [scaling](https://scrapfly.io/blog/tag/scaling) [scrapeguide](https://scrapfly.io/blog/tag/scrapeguide) [scrapy](https://scrapfly.io/blog/tag/scrapy) [screenshots](https://scrapfly.io/blog/tag/screenshots) [selenium](https://scrapfly.io/blog/tag/selenium) [seo](https://scrapfly.io/blog/tag/seo) [tools](https://scrapfly.io/blog/tag/tools) [typescript](https://scrapfly.io/blog/tag/typescript) [web-scraping](https://scrapfly.io/blog/tag/web-scraping) [wget](https://scrapfly.io/blog/tag/wget) [xpath](https://scrapfly.io/blog/tag/xpath) ## // Articles by Mayada Shaaban Search articles [ ai data-parsing ### 13 Best Web Data Sources for AI and LLM Training in 2026 A tiered index of open and public web data sources for AI and LLM training, from raw crawls to structured dumps to building your o... 21 min read ](https://scrapfly.io/blog/posts/best-web-data-sources-for-ai-training) [ python scrapeguide ### 5 Best Open-Source Facebook Marketplace Scrapers on GitHub in 2026 A dated, freshness-first roundup of the open-source Facebook Marketplace scrapers on GitHub worth cloning in 2026, and the dead re... Jul 24, 2026 19 min read ](https://scrapfly.io/blog/posts/best-facebook-marketplace-scrapers-github) [ blocking headless-browser scrapeguide ### Puppeteer vs Playwright for Web Scraping Puppeteer vs Playwright for web scraping, compared on browsers, waiting, contexts, CDP, speed, and stealth, with a decision guide ... Jul 20, 2026 14 min read ](https://scrapfly.io/blog/posts/puppeteer-vs-playwright) [ api ai seo ### 7 Best Lead Scraping Tools in 2026 Ranked list of 7 lead scraping tools that pull fresh data from the live web, from no-code extensions to production APIs, with hone... Aug 11, 2026 18 min read ](https://scrapfly.io/blog/posts/best-lead-scraping-tools) [ api headless-browser ai ### 7 Best AI Browser Agents for Automation and Scraping in 2026 A ranked look at the 7 best AI browser agents in 2026, judged on whether they stay unblocked and stable in production, not only de... Aug 03, 2026 21 min read ](https://scrapfly.io/blog/posts/best-ai-browser-agents) [ python blocking api ### How to Scrape DigiKey Electronic Component Data in 2026 Scrape DigiKey pricing, stock, and parametric specs past its Cloudflare challenge, and learn when the official API v4 is the bette... Aug 13, 2026 22 min read ](https://scrapfly.io/blog/posts/how-to-scrape-digikey) [ python data-parsing hidden-api ### How to Scrape Government and Public Records Data Map the public-data sources worth scraping, the friction each portal throws at you, and how to get past it and normalize records a... Jun 30, 2026 17 min read ](https://scrapfly.io/blog/posts/scraping-government-public-records-data) [ api data-parsing ### 10 Best Public Data Sources for Lead Generation in 2026 A ranked directory of 10 public data sources for B2B lead generation, with the fields, access method, and freshness of each. Jun 19, 2026 19 min read ](https://scrapfly.io/blog/posts/best-public-data-sources-for-lead-generation) [ python blocking headless-browser ### Best Stealth Browsers for Web Scraping in 2026 A neutral, benchmark-literate ranking of the best open-source stealth browsers for web scraping in 2026, with the success, speed, ... Jul 15, 2026 17 min read ](https://scrapfly.io/blog/posts/best-stealth-browsers) [ python blocking headless-browser ### How to Scrape Skyscanner Flight Prices in Python (2026) Learn how to scrape Skyscanner flight results in Python by building deep-link URLs, rendering the search, and capturing the itiner... Aug 14, 2026 24 min read ](https://scrapfly.io/blog/posts/how-to-scrape-skyscanner) [ python data-parsing scrapeguide ### How to Scrape an Entire Product Catalogue with Python Learn how to discover, crawl, and extract every product from an e-commerce catalog in Python, then keep that data fresh at scale. Jun 17, 2026 17 min read ](https://scrapfly.io/blog/posts/how-to-scrape-large-product-catalogs) [ python blocking api ### How to Scrape Air France Flights with Python in 2026 Scrape Air France round-trip flight offers with Python and the Scrapfly Cloud Browser API: walk the booking widget, capture the Gr... Jun 23, 2026 25 min read ](https://scrapfly.io/blog/posts/how-to-scrape-air-france-flights) 1 [2](https://scrapfly.io/blog/author/mayada-shaaban-90143e67?page=2) [ ](https://scrapfly.io/blog/author/mayada-shaaban-90143e67?page=2) Page 1 of 2 ยท 13 articles