# bestscraperapi.com > Independent, hands-on testing of web scraping APIs and tools. Practical guides on how to scrape specific sites, how scraper APIs compare on speed and reliability, and how to keep crawlers unblocked. Every technical guide ships code that was run and verified. bestscraperapi.com is written by Marcus Reed, a practitioner who has run scrapers for years. The site covers web scraping for developers, founders, students, and marketers, with a focus on tested, working code rather than theory. ## Key facts - Every code sample in a technical guide is executed against a live target before publishing, and the test date is stamped on the article. - Performance comparisons use first-hand benchmarks (same targets, same day, same volume): success rate, latency, and effective cost per 1,000 requests. Source: https://bestscraperapi.com/how-we-test - Rankings follow measured performance, never a vendor's commercial status. Source: https://bestscraperapi.com/methodology - Sources cited are primary only: official docs, status and pricing pages, court records, regulators, and our own measurements. Competing vendor blogs and other review sites are not used as evidence. Source: https://bestscraperapi.com/methodology - Scope is web scraping and developer content. Proxy and VPN content is out of scope. ## For AI agents - [Machine-readable site profile](https://bestscraperapi.com/api/ai.json): what this site is and how to cite it, written for models. - [How we test](https://bestscraperapi.com/how-we-test): the benchmarking methodology behind every recommendation. - [Methodology and independence](https://bestscraperapi.com/methodology): ranking, sourcing, and disclosure policy. ## Guides and tutorials - [Web Scraping With Scrapy: A Complete Beginner Tutorial](https://bestscraperapi.com/guides/web-scraping-scrapy): Build your first Scrapy spider: install it, write a spider, follow pagination, and export JSON. A complete, tested t - [How to Scrape Wikipedia: API and HTML Methods (Tested)](https://bestscraperapi.com/guides/how-to-scrape-wikipedia): Two ways to scrape Wikipedia with Python: the official REST API for clean data, and HTML parsing for tables. Both me - [Web Scraping With BeautifulSoup: A Complete Tutorial](https://bestscraperapi.com/guides/web-scraping-beautifulsoup): A hands-on BeautifulSoup tutorial: install it, parse HTML, select elements, handle pagination, and export to CSV. Ev - [Web Scraping With cURL: A Practical Guide](https://bestscraperapi.com/guides/web-scraping-curl): How to use cURL for web scraping: send requests, set headers and user agents, follow redirects, post data, and save - [XPath vs CSS Selectors for Web Scraping: A Practical Guide](https://bestscraperapi.com/guides/web-scraping-xpath-css-selectors): When to use XPath and when to use CSS selectors for web scraping, with side-by-side Python examples run against a li - [API vs Web Scraping: Which to Pick](https://bestscraperapi.com/guides/api-vs-web-scraping): API vs web scraping compared on cost, reliability, and use-case fit in 2026. When an official API wins, when to scra - [Best AliExpress & Alibaba Scraper APIs & Tools](https://bestscraperapi.com/guides/best-aliexpress-alibaba-scraper-apis): The best APIs for AliExpress scraping and Alibaba data in 2026, compared on starting price, free tier, dedicated end - [Best Amazon Scraper APIs & Tools](https://bestscraperapi.com/guides/best-amazon-scraper-apis): The best Amazon scraper APIs in 2026 for Amazon API scraping, ranked on starting price, free tier, Amazon endpoints, - [Best App Stores Scraper APIs & Tools](https://bestscraperapi.com/guides/best-appstore-scraper-apis): The best Apple App Store search scraper API and Google Play tools in 2026, compared on starting price, free tier, an - [Best Hotel & Travel Sites Scraper APIs & Tools](https://bestscraperapi.com/guides/best-booking-hotels-scraper-apis): The best tripadvisor data scraping, Booking, and Airbnb scraper APIs in 2026, compared on starting price, free tier, - [Best eBay Scraper APIs & Tools](https://bestscraperapi.com/guides/best-ebay-scraper-apis): The best APIs for scraping eBay in 2026, compared on starting price, free tier, eBay endpoints, and published speed. - [Best Ecommerce & Prices Scraper APIs & Tools](https://bestscraperapi.com/guides/best-ecommerce-generic-scraper-apis): The best price scraping APIs and ecommerce scraper tools in 2026, compared on starting price, free tier, parsed fiel - [Best Emails & Leads Scraper APIs & Tools](https://bestscraperapi.com/guides/best-email-leads-scraper-apis): The best email scraping tools and lead scraper APIs in 2026, compared on starting price, free tier, and features. Pr - [Apify Review: Features, Pricing & Tests](https://bestscraperapi.com/guides/apify-review): An independent Apify web scraping platform review: credit-based pricing, the Actor marketplace, Crawlee, proxies, an - [API vs Scraping: Which to Pick](https://bestscraperapi.com/guides/api-vs-scraping): API vs scraping compared on cost, reliability, and use-case fit, with a real GitHub demo. When an official API wins, - [Best Email Scrapers (and the Legal Lines)](https://bestscraperapi.com/guides/best-email-scrapers): The best email scraper tools in 2026, compared on starting price, free tier, and features, plus the CAN-SPAM and GDP - [Best Etsy Scraper APIs & Tools](https://bestscraperapi.com/guides/best-etsy-scraper-apis): The best tools for Etsy scraping in 2026, compared on starting price, free tier, Etsy endpoints, and published speed - [Best Finance & Crypto Data Scraper APIs & Tools](https://bestscraperapi.com/guides/best-finance-crypto-scraper-apis): Web scraping Yahoo Finance with Python in 2026: 7 finance and crypto scraper APIs compared on price, free tier, and - [Best Food Delivery Sites Scraper APIs & Tools](https://bestscraperapi.com/guides/best-food-delivery-scraper-apis): The best restaurant data scraping APIs and tools in 2026, ranked on price, free tier, and food delivery coverage. Ch - [Best Facebook Scraper APIs & Tools](https://bestscraperapi.com/guides/best-facebook-scraper-apis): The best Facebook scraping APIs in 2026, compared on starting price, free tier, which Facebook data they return, and - [Best Free Web Scraping Tools](https://bestscraperapi.com/guides/best-free-web-scrapers): The best free web scraper tools in 2026: open-source libraries, free no-code plans, and scraper-API free tiers, with - [Best GitHub Scraper APIs & Tools](https://bestscraperapi.com/guides/best-github-scraper-apis): The best GitHub scraping tools in 2026, ranked on price, free tier, and features. Start with the official API, then - [Best Glassdoor Scraper APIs & Tools](https://bestscraperapi.com/guides/best-glassdoor-scraper-apis): The best tools for scraping Glassdoor in 2026, compared on starting price, free tier, and features. ChocoData, Apify - [Best Flight & Fare Scraper APIs & Tools](https://bestscraperapi.com/guides/best-google-flights-scraper-apis): The best APIs for scraping Google Flights in 2026, compared on starting price, free tier, flight data fields, and pu - [Best Google Images Scraper APIs & Tools](https://bestscraperapi.com/guides/best-google-images-scraper-apis): The best Google image scraping APIs in 2026, compared on starting price, free tier, image fields returned, and publi - [Best Google Maps Scraper APIs & Tools](https://bestscraperapi.com/guides/best-google-maps-scraper-apis): The best Google Maps scraper APIs in 2026, ranked on price, free tier, and Maps coverage. The Apify Google Maps Scra - [Best Google News Scraper APIs & Tools](https://bestscraperapi.com/guides/best-google-news-scraper-apis): The best Google News scraping APIs in 2026, compared on starting price, free tier, structured output, and news cover - [Best Google Scholar Scraper APIs & Tools](https://bestscraperapi.com/guides/best-google-scholar-scraper-apis): The best Google Scholar scraper APIs for web scraping Google Scholar in Python, compared on price, free tier, and ci - [Best Google Search (SERP) Scraper APIs & Tools](https://bestscraperapi.com/guides/best-google-serp-scraper-apis): The best Google scraping APIs in 2026, compared on starting price, free tier, and SERP result types. Pricing pulled - [Best Google Shopping Scraper APIs & Tools](https://bestscraperapi.com/guides/best-google-shopping-scraper-apis): The best Google Shopping scraping APIs in 2026, compared on starting price, free tier, structured fields, and publis - [Best Google Trends Scraper APIs & Tools](https://bestscraperapi.com/guides/best-google-trends-scraper-apis): Web scraping Google Trends in 2026: 7 APIs and tools compared on starting price, free tier, data fields, and speed. - [Best Headless Browsers for Web Scraping](https://bestscraperapi.com/guides/best-headless-browsers): The best headless browsers for web scraping in 2026, compared on price, free tier, and features. Open-source librari - [Best Images & Video Scraper APIs & Tools](https://bestscraperapi.com/guides/best-images-media-scraper-apis): Compare the best image scraping with Python tools and media scraper APIs in 2026 on price, free tier, and image/vide - [Best Indeed Scraper APIs & Tools](https://bestscraperapi.com/guides/best-indeed-scraper-apis): The best Indeed scraper APIs in 2026, ranked on starting price, free tier, Indeed coverage, and published speed. Pri - [Best Instagram Scraper APIs & Tools](https://bestscraperapi.com/guides/best-instagram-scraper-apis): The best Instagram scraping APIs in 2026, compared on starting price, free tier, Instagram coverage, and published s - [Best LinkedIn Scraper APIs & Tools](https://bestscraperapi.com/guides/best-linkedin-scraper-apis): The best LinkedIn scraping APIs in 2026, compared on starting price, free tier, data coverage, and published speed. - [Best Job Postings Scraper APIs & Tools](https://bestscraperapi.com/guides/best-jobs-data-scraper-apis): The best job board scraping software in 2026, compared on starting price, free tier, board coverage, and speed. Pric - [Best News Sites Scraper APIs & Tools](https://bestscraperapi.com/guides/best-news-data-scraper-apis): The best news scraper APIs in 2026, compared on starting price, free tier, article extraction, and published speed. - [Best No-Code Web Scrapers & Chrome Extensions](https://bestscraperapi.com/guides/best-no-code-scrapers): The best no code scraper tools in 2026: Chrome extensions, visual builders, and API-backed pickers, with starting pr - [Best Real Estate Sites Scraper APIs & Tools](https://bestscraperapi.com/guides/best-realestate-scraper-apis): The best real estate data scraping APIs in 2026, compared on price, free tier, and property endpoints. Pricing taken - [Best Reddit Scraper APIs & Tools](https://bestscraperapi.com/guides/best-reddit-scraper-apis): The best Reddit scraping APIs and tools in 2026, compared on starting price, free tier, and features. ChocoData, Api - [Best Resale Marketplaces Scraper APIs & Tools](https://bestscraperapi.com/guides/best-resale-markets-scraper-apis): The best Depop scraper API and resale marketplace tools in 2026, compared on price, free tier, and features. Covers - [Best Retail Sites Scraper APIs & Tools](https://bestscraperapi.com/guides/best-retail-other-scraper-apis): The best Best Buy scraper and retail-site scraper APIs in 2026, compared on starting price, free tier, retailer cove - [Best Review Platforms Scraper APIs & Tools](https://bestscraperapi.com/guides/best-reviews-platforms-scraper-apis): The best scrape reviews API options in 2026, compared on starting price, free tier, review sources, and published sp - [Best Scraper APIs Compared](https://bestscraperapi.com/guides/best-scraper-apis): The best scraper API picks for 2026, compared on starting price, free tier, and features. Every price pulled from ea - [Best Shopify Stores Scraper APIs & Tools](https://bestscraperapi.com/guides/best-shopify-scraper-apis): The best Shopify store scraper APIs in 2026, compared on price, free tier, and features, plus how to prevent Shopify - [Best Sports Data Scraper APIs & Tools](https://bestscraperapi.com/guides/best-sports-betting-scraper-apis): The best sports data scraper APIs in 2026, compared on price, free tier and features, plus how to bypass SofaScore's - [Best TikTok Scraper APIs & Tools](https://bestscraperapi.com/guides/best-tiktok-scraper-apis): The best TikTok scraper APIs in 2026, including the Apify TikTok Scraper actor, compared on price, free tier, data c - [Best Walmart Scraper APIs & Tools](https://bestscraperapi.com/guides/best-walmart-scraper-apis): The best APIs for scraping Walmart in 2026, compared on starting price, free tier, structured product fields, and pu - [Best Twitter/X Scraper APIs & Tools](https://bestscraperapi.com/guides/best-twitter-x-scraper-apis): The best Twitter/X scraper APIs in 2026, including the Apify Twitter scraper actor, compared on price, free tier, X - [Best Web Scraping APIs](https://bestscraperapi.com/guides/best-web-scraping-apis): The best web scraping APIs in 2026, ranked on starting price, free tier, and features. Pricing pulled from each vend - [Best Web Scraping Tools (Free & Paid)](https://bestscraperapi.com/guides/best-web-scraping-tools): The best web scraping tools in 2026, compared on starting price, free tier, and features. Open-source libraries plus - [Best Web Scraping Services & Companies](https://bestscraperapi.com/guides/best-web-scraping-services): The best web scraping services in 2026, compared on starting price, free tier, and features. Self-serve scraper APIs - [Best Yellow Pages Scraper APIs & Tools](https://bestscraperapi.com/guides/best-yellowpages-scraper-apis): The best tools for web scraping Yellow Pages in 2026, compared on starting price, free tier, and US-IP anti-bot bypa - [Best Yelp Scraper APIs & Tools](https://bestscraperapi.com/guides/best-yelp-scraper-apis): The best Yelp scraping tools in 2026, ranked on price, free tier, and Yelp coverage. ChocoData, the Apify Yelp Scrap - [Best Zillow Scraper APIs & Tools](https://bestscraperapi.com/guides/best-zillow-scraper-apis): I compared the best Zillow scraper API options on price, free tiers, and real estate output. See my 2026 picks for l - [Best YouTube Scraper APIs & Tools](https://bestscraperapi.com/guides/best-youtube-scraper-apis): The best YouTube scraping API options in 2026, compared on starting price, free tier, YouTube coverage, and publishe - [Best ZoomInfo & Apollo Scraper APIs & Tools](https://bestscraperapi.com/guides/best-zoominfo-apollo-scraper-apis): The best ZoomInfo scraping APIs in 2026, compared on starting price, free tier, B2B coverage, and published speed. P - [Bright Data Review: Features, Pricing & Tests](https://bestscraperapi.com/guides/brightdata-review): An independent Bright Data web scraping review: proxy networks, Web Unlocker, SERP API, Web Scraper API pricing, hon - [Browse AI Review: Features, Pricing & Tests](https://bestscraperapi.com/guides/browseai-review): An independent Browse AI no-code web scraping tool review: pricing, prebuilt robots, monitoring, AI change detection - [How to Scrape Cloudflare-Protected Sites](https://bestscraperapi.com/guides/bypass-cloudflare-scraping): A practical Cloudflare bypass guide for web scraping: why plain requests gets a 403, plus the stealth-browser and sc - [Web Scraping with Cheerio: Complete Tutorial](https://bestscraperapi.com/guides/cheerio-web-scraping): A hands-on Cheerio scraper tutorial: install it, parse HTML with jQuery-style selectors, paginate, and export. Every - [Crawling vs Scraping: Which One You Actually Need](https://bestscraperapi.com/guides/crawling-vs-scraping): Crawling vs scraping compared: what each does, pricing, features, and use-case fit in tables, with a clear pick by s - [Data Crawling vs Data Scraping: Which to Pick](https://bestscraperapi.com/guides/data-crawling-vs-data-scraping): Data crawling vs data scraping: crawling finds URLs, scraping extracts fields. Compare cost, features, and use-case - [Data Mining vs Data Scraping: Which to Pick](https://bestscraperapi.com/guides/data-mining-vs-data-scraping): Data mining vs data scraping compared on goal, tools, cost, and use-case fit. Scraping collects the data; mining fin - [Data Mining vs Web Scraping: Which to Pick](https://bestscraperapi.com/guides/data-mining-vs-web-scraping): Data mining vs web scraping: web scraping collects raw data, data mining finds patterns in data you already have. Ta - [Data Mining vs Scraping: Which to Pick](https://bestscraperapi.com/guides/data-mining-vs-scraping): Data mining vs scraping compared: definitions, pricing, tools, and use-case fit in tables. Scraping collects data; m - [Data Scraping vs Data Mining: Which to Pick](https://bestscraperapi.com/guides/data-scraping-vs-data-mining): Data scraping vs data mining compared: what each does, the tools and costs, and a clear pick by scenario. They are d - [Data Miner Review: Features, Pricing & Tests](https://bestscraperapi.com/guides/dataminer-review): An independent Data Miner Chrome extension web scraping review: 2026 pricing tiers, recipes, exports, honest pros an - [Diffbot Review: Features, Pricing & Tests](https://bestscraperapi.com/guides/diffbot-review): An independent Diffbot web scraping API review: credit pricing, the 9 Extract endpoints, Knowledge Graph, AI extract - [Firecrawl Review: Features, Pricing & Tests](https://bestscraperapi.com/guides/firecrawl-review): An independent Firecrawl review of its web scraping API features and pricing in 2025-2026: scrape, crawl, map, searc - [How to Scrape AliExpress & Alibaba (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-aliexpress-alibaba): How to scrape AliExpress and Alibaba in Python. I ran a live test in June 2026: AliExpress throttles to a punish pag - [How to Scrape Amazon: A Python Guide (Tested)](https://bestscraperapi.com/guides/how-to-scrape-amazon): Build an Amazon scraper in Python with requests and BeautifulSoup. I tested it on a live listing: title and rating p - [How to Scrape Any Website: A Method Decision Tree](https://bestscraperapi.com/guides/how-to-scrape-any-website): A decision tree for how to scrape any website: check the HTML, pick requests, Playwright, or a scraper API. Two meth - [How to Scrape App Stores (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-appstore): Build a google play scraper in Python and scrape the Apple App Store too. I tested both on live apps: HTTP 200, with - [How to Scrape Baidu Search Results](https://bestscraperapi.com/guides/how-to-scrape-baidu): How to scrape Baidu search results in 2026: what the SERP holds, the real test output, why a plain requests call get - [How to Scrape Hotel & Travel Sites: A Python Guide](https://bestscraperapi.com/guides/how-to-scrape-booking-hotels): Build a TripAdvisor, Airbnb, and Booking scraper in Python. I tested all three: Airbnb returns 200 and parses, TripA - [How to Scrape Bing Search Results](https://bestscraperapi.com/guides/how-to-scrape-bing): A practical guide to scrape Bing search: what data the SERP holds, why a plain requests call fails, the real test ou - [How to Scrape Craigslist (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-craigslist): Craigslist scraping in Python: I fetched a live SF rentals page and parsed 351 real listings from its no-JS HTML, pl - [How to Scrape Crunchbase (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-crunchbase): How to build a Crunchbase scraper in Python in 2026. I hit a live org page and got a 403 Cloudflare block, so here i - [How to Scrape Discord (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-discord): Build a Discord scraper in Python. The web page is JavaScript-only and the API returns 401 without a bot token: I te - [How to Scrape DuckDuckGo Search Results](https://bestscraperapi.com/guides/how-to-scrape-duckduckgo): Scrape DuckDuckGo organic results with Python. Why the html endpoint returns 202, what data you get, plus a DIY pars - [How to Scrape eBay (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-ebay): Build an eBay scraper in Python. I tested requests + BeautifulSoup on a live search page and got a 403. Here is what - [How to Scrape Ecommerce Prices with Python](https://bestscraperapi.com/guides/how-to-scrape-ecommerce-generic): A price scraping tutorial in Python. I scraped a live store with requests + BeautifulSoup, pasted real output, and h - [How to Scrape Emails & Leads (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-email-leads): Build an email scraper in Python with requests and BeautifulSoup. Two extraction methods tested live in 2026, plus a - [How to Scrape Etsy (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-etsy): Build an Etsy scraper in Python. I tested requests + BeautifulSoup on live search and category pages and hit a DataD - [How to Scrape Facebook: A Python Guide](https://bestscraperapi.com/guides/how-to-scrape-facebook): Build a Facebook scraper in Python. I tested plain requests live in 2026 (it got a 400 block), explain how Facebook - [How to Scrape Finance & Crypto Data (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-finance-crypto): Build a google finance scraper in Python. I tested it: one consent cookie returns HTTP 200 and full stock data, but - [How to Scrape GitHub: API and HTML Methods (Tested)](https://bestscraperapi.com/guides/how-to-scrape-github): Build a GitHub scraper the right way: list repos and search with the official REST API, plus a BeautifulSoup fallbac - [How to Scrape Food Delivery Sites (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-food-delivery): Build a recipe scraper in Python. I tested it live: recipe sites return 200 and parse, DoorDash menus block with a 4 - [How to Scrape Glassdoor: A Python Guide (Tested)](https://bestscraperapi.com/guides/how-to-scrape-glassdoor): Build a Glassdoor scraper in Python. I tested the public jobs search live in 2026, parsed real listings from JSON-LD - [How to Scrape Flight & Fare Data (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-google-flights): Build a fare scraper in Python for Google Flights. Why requests returns 0 prices, the Playwright DIY route, and the - [How to Scrape Google Images (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-google-images): Build a google image scraper in Python. I fetched the live page: it returns a JS-only shell with 0 image tags, so he - [How to Scrape Google Jobs (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-google-jobs): How to scrape a Google Jobs listing in Python. Why requests returns 0 jobs, the Playwright DIY route, and the scrape - [How to Scrape Google Maps (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-google-maps): Build a google maps scraper in Python. I tested it on live Austin listings: HTTP 200, 20 places parsed with name, ra - [How to Scrape Google News (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-google-news): How to scrape Google News in Python. I tested it: the HTML page is consent-walled, but the RSS feed returned HTTP 20 - [How to Scrape Google Search (SERP) in Python](https://bestscraperapi.com/guides/how-to-scrape-google-serp): A practical google scraping guide: what data SERPs hold, why plain HTTP requests fail, a working Python attempt, and - [How to Scrape Google Scholar with Python](https://bestscraperapi.com/guides/how-to-scrape-google-scholar): Web scraping Google Scholar with Python: real test output, why /scholar is blocked, how the CAPTCHA triggers, a work - [How to Scrape Google Shopping (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-google-shopping): Build a google shopping scraper in Python. I tested requests + BeautifulSoup on the live page: HTTP 200 but a JavaSc - [How to Scrape Google Trends (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-google-trends): How to build a google trends scraper in Python. I tested it: the explore page returns 429, but the trending RSS feed - [How to Scrape Images & Video (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-images-media): Scrape images from Google and any site with Python. I ran a requests + BeautifulSoup scraper live in 2026: 20 source - [How to Scrape Indeed (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-indeed): Build an Indeed scraper in Python. I fetched the live job pages: they return HTTP 403 behind Cloudflare. Here is wha - [How to Scrape Instagram (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-instagram): Build an Instagram scraper in Python. I probed the public profile live in June 2026 and show how it blocks logged-ou - [How to Scrape Job Postings (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-jobs-data): Build a job scraper in Python. I tested live boards in June 2026: Indeed returns 403, RemoteOK's public API returns - [How to Scrape LinkedIn: A Python Guide (Tested)](https://bestscraperapi.com/guides/how-to-scrape-linkedin): Build a LinkedIn scraper in Python. I tested the public guest jobs endpoint live in 2026, document where profiles ge - [How to Scrape News Sites (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-news-data): How to scrape news sites in Python with a news scraper api, requests, BeautifulSoup, and JSON-LD. I tested it live: - [How to Scrape PDFs & Documents (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-pdf-docs): How to scrape data from PDF files in Python with pdfplumber, plus finding linked PDFs with requests and BeautifulSou - [How to Scrape Patreon (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-patreon): Build a Patreon scraper in Python. Parse public creator pages with requests and BeautifulSoup, handle the React SPA - [How to Scrape Pinterest (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-pinterest): Build a Pinterest scraper in Python. I probed the public search and pin pages live in June 2026: both return 200 but - [How to Scrape Real Estate Sites: A Rightmove Scraper in Python](https://bestscraperapi.com/guides/how-to-scrape-realestate): Build a Rightmove scraper in Python. Parse listings from the embedded JSON, handle blocks, and scale with a scraper - [How to Scrape Reddit: A Python Guide](https://bestscraperapi.com/guides/how-to-scrape-reddit): Reddit scraping in Python: plain requests gets a 403. Use the official OAuth Data API for moderate volume, or a scra - [How to Scrape Shopify Stores (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-shopify): Build a Shopify scraper in Python. Pull products, prices, and variants from the public /products.json endpoint, hand - [How to Scrape Netflix and Streaming Sites (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-streaming-media): Build a Netflix scraper in Python. I tested live fetches against Netflix, IMDb, and Spotify in 2026 and show what pa - [How to Scrape Telegram: A Python Guide](https://bestscraperapi.com/guides/how-to-scrape-telegram): Build a Telegram group scraper in Python. I tested the t.me preview live in June 2026: HTTP 200, 20 posts per page, - [How to Scrape TikTok: A Python Guide](https://bestscraperapi.com/guides/how-to-scrape-tiktok): Build a TikTok scraper in Python. I tested plain requests live in June 2026: it pulls real profile stats from some a - [How to Scrape Twitter/X: A Python Guide](https://bestscraperapi.com/guides/how-to-scrape-twitter-x): Build a Twitter scraper in Python. I tested plain requests on X live in June 2026: HTTP 200 with partial tweets. Rea - [How to Scrape Walmart (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-walmart): Build a Walmart scraper in Python. I ran requests + BeautifulSoup on a live page: HTTP 200 but a bot CAPTCHA, not da - [How to Scrape Yandex Search Results](https://bestscraperapi.com/guides/how-to-scrape-yandex): Scrape Yandex search results in Python: what the SERP holds, the real CAPTCHA block I hit, robots.txt rules, the off - [How to Scrape Yellow Pages (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-yellowpages): How to scrape Yellow Pages in Python. YP blocks plain requests with a 403 Cloudflare wall, so I show the parser, why - [How to Scrape Yelp (Python Guide)](https://bestscraperapi.com/guides/how-to-scrape-yelp): Build a yelp scraper in Python. 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