Web scraping guides: get data as JSON or CSV with an API, Python or no code

81 guides for data Actors on the Apify Store: what each one returns, a working input, sample output, and Python, JavaScript and cURL code. Pick a topic, open the guide, run the Actor from the Apify page or from your own code.

Browse all Actors on Apify

Files, media and automation

• Google Maps Scraper: Scrape Google Maps business listings by search and place: name, category, address, coordinates, rating, review count, phone, we... From $1.50 per 1,000 results.
• Bulk file and image downloader: Download files in bulk from direct links, or every image, video, audio file, PDF, document or archive on a list of web pages. From $2.00 per 1,000 results.
• Video frame extractor: Extract still frames from video files as JPEG, PNG or WebP images with timecodes: one every N seconds, a number evenly spaced,... From $1.50 per 1,000 results.
• Website screenshot API: Capture a public web page as a PNG, JPEG or WEBP image: any viewport size, full page, retina scaling, optional cookie-banner hi... From $4.25 per 1,000 results.
• Audio transcription: Speech to text with Whisper: transcribe audio and video files and podcast episodes, with timestamps and SRT or VTT subtitles. From $10.00 per 1,000 results.
• HTML to image API: Render an HTML snippet to a PNG, JPEG or WEBP image at any width, with retina scaling and transparent background. From $3.40 per 1,000 results.
• Image converter API: Convert and resize images between PNG, JPEG, WEBP, GIF, BMP, TIFF and ICO, with quality, fit modes, transparency handling and o... From $1.00 per 1,000 results.
• HTML to PDF API: Turn an HTML document into a print-ready PDF with page size, margins, orientation and page-numbered header and footer. From $5.95 per 1,000 results.
• Website content crawler: Crawls any public website from a start URL, follows internal links up to a set depth, and extracts title, breadcrumbs, clean te... From $2.55 per 1,000 results.
• PDF text extractor: Extract the text of PDF files page by page, as plain text or as Markdown with headings, bold, lists and paragraphs, ready for L... From $1.00 per 1,000 results.
• QR code generator API: Turn text or a URL into a crisp QR code as PNG or SVG, with size and error-correction control. From $1.70 per 1,000 results.

E-commerce, prices and app stores

• Coles Price Scraper: Scrape Coles Australia products by department, category or the specials pages: price, was price, unit price, half price and mul... From $0.50 per 1,000 results.
• Alibaba Scraper: Scrape Alibaba.com product offers by keyword: title, price range and quantity price tiers, minimum order, units sold, ratings,... From $0.75 per 1,000 results.
• Vinted Product Scraper: Collect public Vinted listings by search word or catalog link: title, brand, size, condition, price with currency, total with t... From $1.00 per 1,000 results.
• TikTok Shop Scraper: Scrape TikTok Shop product pages in the United States from product links or IDs: title, price, original price, discount, units... From $4.25 per 1,000 results.
• Amazon Search Scraper: Scrape Amazon.com search results into clean product rows: ASIN, title, price, list price, star rating, ratings count, monthly s... From $1.00 per 1,000 results.
• Amazon Bestsellers Scraper: Scrape Amazon.com Best Sellers and New Releases lists by category link: rank, ASIN, title, price, star rating, ratings count, i... From $1.00 per 1,000 results.
• Amazon Product Details Scraper: Scrape Amazon.com product pages from ASINs or links: title, brand, price, list price, rating, ratings count, stock status, feat... From $1.50 per 1,000 results.
• AliExpress Scraper: Scrape AliExpress search results into product rows: product ID, title, sale price, original price, discount, star rating, units... From $1.50 per 1,000 results.
• App Store Scraper: Snapshot Apple App Store app metadata via the public iTunes Lookup API. From $0.50 per 1,000 results.
• App Store Reviews Scraper: Scrape Apple App Store reviews and ratings for any iOS app, storefront by storefront. From $0.16 per 1,000 results.
• Shopify Scraper: Scrape products from any Shopify store: prices, compare-at price and discount, stock per variant, SKU, barcode, options, images... From $0.50 per 1,000 results.
• App Store Search Scraper: Search the Apple App Store by keyword and country. From $0.20 per 1,000 results.
• Android App Metadata Scraper: Snapshot Android app metadata from Google Play for any package name, in any country. From $0.50 per 1,000 results.
• App Store Top Charts Scraper: Pull all three Apple App Store top charts (paid, grossing, and apps at no cost) for any country and genre. From $0.10 per 1,000 results.
• Android App Reviews Scraper: Pull Android app reviews from Google Play by package ID, with country and language options. From $0.30 per 1,000 results.
• App Store Developer Scraper: Pull every app under an Apple App Store developer identifier (artistId). From $2.38 per 1,000 results.

Marketing and ads

• Eventbrite Event Data Scraper: Collect public Eventbrite events for any city or online: name, start and end, venue and city, online flag, ticket prices, organ... From $1.00 per 1,000 results.
• Facebook Ad Library scraper: Collect public ads from the Meta Ad Library by keyword, advertiser Page ID or Ad Library link: ad text, headline, landing page,... From $0.50 per 1,000 results.
• Eventbrite Scraper: Search Eventbrite events by keyword and location. From $0.30 per 1,000 results.

Jobs and hiring data

• Pracuj.pl Scraper: Scrape Polish job postings from pracuj.pl: title, company, workplaces and address, salary per contract type, gross or net, posi... From $0.50 per 1,000 results.
• Reed Jobs Scraper: Scrape UK job postings from reed.co.uk: title, company, agency or employer, place, county, region, postcode, salary range with... From $0.45 per 1,000 results.
• Gupy Jobs Scraper: Scrape Brazilian job postings from Gupy, the hiring system of most large employers in Brazil: title, company, city, state, job... From $0.50 per 1,000 results.
• IIMJobs Scraper: Scrape India finance, sales, consulting, HR and operations jobs from iimjobs.com: company, locations, experience in years, sala... From $0.50 per 1,000 results.
• Remote Jobs Scraper: Scrape remote jobs from Remote OK, We Work Remotely, Jobicy, Working Nomads and Arbeitnow in one feed: title, company, location... From $0.50 per 1,000 results.
• Indeed Jobs Scraper: Scrape Indeed.com job search results: title, company and its rating, location, remote or hybrid, salary range and period where... From $0.50 per 1,000 results.
• Workday Jobs Scraper: Collect every open job from any Workday careers site (myworkdayjobs.com): title, location, country, remote or on site, employme... From $0.90 per 1,000 results.
• Greenhouse, Lever, Workday and Ashby jobs scraper: Collect public job postings from Greenhouse, Lever, Workday, Workable, Ashby, Recruitee, Personio and BambooHR with one consist... From $1.20 per 1,000 results.
• Lever Jobs API and Scraper: Lever jobs API and scraper. From $0.20 per 1,000 results.
• Greenhouse Jobs API and Scraper: Greenhouse jobs API and scraper. From $0.20 per 1,000 results.
• Ashby Jobs API and Scraper: Ashby jobs API and scraper. From $1.70 per 1,000 results.

SEO and website analysis

• Similarweb Scraper: Scrape Similarweb top websites rankings by category: global rank, domain, category, rank change, average visit duration, pages... From $1.70 per 1,000 results.
• SEO audit tool: Audit the on-page SEO of any public web pages: title, meta description, headings, canonical, indexability, structured data type... From $4.00 per 1,000 results.
• Sitemap URL extractor: Sitemap URL extractor and sitemap index crawler. From $1.00 per 1,000 results.

Real estate listings

• Fotocasa Scraper: Scrape Fotocasa property listings for sale or to rent across Spain: price, price drop, rooms, bathrooms, surface, floor, featur... From $1.50 per 1,000 results.
• Rightmove Scraper: Scrape Rightmove property listings for sale or to rent across the UK: price, address, bedrooms, bathrooms, property type, estat... From $1.50 per 1,000 results.
• Zillow Search Scraper: Scrape Zillow search results for homes for sale, rentals and recently sold properties: price, address, beds, baths, living area... From $1.50 per 1,000 results.

Social media and publishing

• Substack Posts Scraper: Collect the posts of any Substack publication: title, subtitle, date, link, paywall flag, reactions, comments, word count and s... From $1.00 per 1,000 results.
• Medium Scraper: Pull Medium articles via the public RSS feed endpoints: /feed/@user, /feed/tag/{tag}, /feed/{publication-slug}. From $0.20 per 1,000 results.
• Substack Scraper: Substack scraper for newsletter posts. From $1.06 per 1,000 results.
• Apple Podcasts Scraper: Search the Apple Podcasts catalog via the public iTunes Search API. From $0.20 per 1,000 results.

News, research and publishing

• News article scraper: Extract news articles from any publisher. From $1.50 per 1,000 results.
• Hacker News Scraper: Search Hacker News via the public Algolia API. From $0.10 per 1,000 results.
• ClinicalTrials.gov Scraper: Pull recently-updated ClinicalTrials.gov studies matching a query. From $2.98 per 1,000 results.
• arXiv Scraper: Pull newly-submitted arXiv preprints by query. From $1.00 per 1,000 results.

Business, finance and public records

• Currency exchange rates (ECB): Latest and historical euro foreign exchange reference rates from the European Central Bank, with conversion between any two of... From $3.40 per 1,000 results.
• Yahoo Finance Scraper: Scrape Yahoo Finance quotes and key statistics for stocks, ETFs, indexes, crypto, currencies and futures: price, change, volume... From $1.00 per 1,000 results.
• Steam game reviews scraper: Scrape Steam player reviews by App ID. From $1.00 per 1,000 results.
• CoinGecko Scraper: For each CoinGecko category ID (layer-1, defi, meme-token, etc.), pull its coins by market cap: 250 per category by default, mo... From $0.10 per 1,000 results.
• USAspending Awards Scraper: Pull recent federal contract and grant awards from USAspending.gov. From $1.70 per 1,000 results.
• Federal Register Scraper: Pull Federal Register articles filtered by agency, document type, date range, significant-rule flag, or full-text query. From $0.10 per 1,000 results.
• NIH RePORTER Scraper: Pull recent NIH research grants from RePORTER. From $3.00 per 1,000 results.
• SEC 8-K Scraper: Pull recent SEC 8-K filings (Current Reports) by stock ticker. From $10.00 per 1,000 results.
• CoinGecko Tokens Scraper: Pulls the top 100 tokens by market cap in each CoinGecko category (DeFi, meme, L1, ecosystem tags) with current price, market c... From $1.00 per 1,000 results.
• Insider Trades Scraper: Pull clean, parsed Form 4 insider trades from SEC EDGAR by ticker. From $2.32 per 1,000 results.
• DefiLlama Scraper: Snapshot every DefiLlama-tracked protocol filtered by chain, category, and TVL range. From $0.10 per 1,000 results.
• openFDA Drug Recalls Scraper: Pull recent FDA drug recall actions. From $5.00 per 1,000 results.
• SEC 13F Scraper: Pull SEC Form 13F quarterly holdings for any institutional manager by CIK. From $1.53 per 1,000 results.
• SEC 13D/13G filings scraper: Scrape SEC EDGAR 13D and 13G beneficial ownership filings by company CIK. From $4.89 per 1,000 results.
• FCC ECFS public notices scraper: Scrapes FCC ECFS (Electronic Comment Filing System) filings and public notices by docket/proceeding number. From $2.55 per 1,000 results.
• US executive orders scraper: Pull all US Presidential Documents from the Federal Register API: Executive Orders, Proclamations, Memoranda, Determinations, N... From $10.00 per 1,000 results.

Developer data, packages and registries

• GitHub Trending Scraper: Pull the GitHub Trending repository list: daily, weekly, or monthly, filtered by programming language and spoken language. From $1.00 per 1,000 results.
• Chrome Web Store Scraper: Snapshot Chrome Web Store extension metadata via the public listing page. From $0.50 per 1,000 results.
• Crossref Scraper: For each query, pull recent works from Crossref's public REST API with a server-side date filter. From $0.20 per 1,000 results.
• PyPI Scraper: Snapshot PyPI package metadata using the public pypi.org/pypi//json endpoint. From $0.20 per 1,000 results.
• VS Code Extension Scraper: Fetches extension metadata (downloads, version, publisher, repo, license, tags, timestamps) from the Open VSX registry: the ope... From $1.00 per 1,000 results.
• GitHub Security Advisories scraper: For each ecosystem (NPM, PIP, MAVEN, NUGET, RUBYGEMS, RUST, GO, ACTIONS, SWIFT and more), pull recent GitHub Security Advisories. From $0.50 per 1,000 results.
• NVD CVE Scraper: Pull new/modified CVEs from NIST NVD. From $2.00 per 1,000 results.
• npm Package Stats Scraper: Snapshot npm package stats from the public registry and downloads APIs. From $0.20 per 1,000 results.
• JetBrains Marketplace plugin scraper: Scrape JetBrains Marketplace plugins by numeric ID: name, vendor, rating, downloads, description, link, preview, family. From $1.00 per 1,000 results.

Other data tools

• PubMed Scraper: Pull daily-new PubMed citations matching any query. From $1.00 per 1,000 results.