# Thirdwatch

> Production web scrapers and one MCP server for the AI era. 124+ data sources, pay per result. Build agents that search jobs, candidates, companies, reviews, products, real estate, and more — from natural language.

## About Thirdwatch

Thirdwatch publishes maintained web-scraping actors on the Apify platform and exposes them through an MCP server so LLM-driven applications (Claude, Cursor, ChatGPT custom GPTs, etc.) can use them as tools. Every actor is pay-per-result, no subscription. Each one returns a documented, structured field set.

Founded by ex-data-engineers; the team's principle is reliability > breadth. We maintain the existing catalog before adding new sources.

## Core URLs

- [Homepage](https://thirdwatch.dev): catalog + MCP overview
- [All scrapers](https://thirdwatch.dev/actors): every public actor with pricing
- [MCP server](https://thirdwatch.dev/mcp): how to wire the MCP into Claude, Cursor, or any MCP-aware app
- [Pricing](https://thirdwatch.dev/pricing): pay-per-result tiers (FREE / BRONZE / SILVER / GOLD)
- [Documentation](https://thirdwatch.dev/docs): integration guides + per-actor schemas
- [The Watchtower (blog)](https://thirdwatch.dev/blog): engineering deep-dives, anti-bot bypass techniques, cost teardowns

## Scrapers — Jobs

- [Adzuna Scraper](https://thirdwatch.dev/actors/adzuna-jobs-scraper): Scrape Adzuna job listings across 19 countries. Get job title, company, location, salary, description, and URL. Covers US, UK, Australia, Ge
- [AmbitionBox Scraper](https://thirdwatch.dev/actors/ambitionbox-scraper): Scrape salary data, company ratings, and category ratings from AmbitionBox.com. Get average CTC, salary ranges, experience levels, and compa
- [Career Site Job Listing Scraper](https://thirdwatch.dev/actors/career-site-job-scraper): Scrape job listings from any company career page. Auto-detects Lever, Greenhouse, Workday, BambooHR, Keka, and custom career sites. Extracts
- [CutShort.io Scraper](https://thirdwatch.dev/actors/cutshort-jobs-scraper): Scrape CutShort.io tech job listings: title, company, salary, skills, experience, full descriptions. India's curated hiring platform with 4M
- [Dice Jobs Scraper](https://thirdwatch.dev/actors/dice-jobs-scraper): Scrape US tech jobs from Dice.com. Get job titles, companies, locations, salaries, employment type, posted dates, remote flags, descriptions
- [Glassdoor Scraper](https://thirdwatch.dev/actors/glassdoor-scraper): Scrape Glassdoor job listings, salary data, and company reviews. Get job title, company, location, salary estimates, ratings, descriptions, 
- [Global Jobs Search API](https://thirdwatch.dev/actors/global-jobs-search): Search 2.5M+ live jobs normalized from 38 direct ATS sources. Filter by role, company, location, salary, remote status, employment type, ski
- [Google Jobs Scraper](https://thirdwatch.dev/actors/google-jobs-scraper): Scrape Google Jobs (Google for Jobs) aggregated listings: title, company, salary, description, job type, source (Indeed/LinkedIn/Glassdoor),
- [Indeed.com Scraper](https://thirdwatch.dev/actors/indeed-jobs-scraper): Scrape Indeed.com job listings with full descriptions. 22 fields: title, salary, benefits, job type, remote flag, company rating, and more. 
- [LinkedIn Candidate Finder](https://thirdwatch.dev/actors/linkedin-candidate-finder-scraper): Find LinkedIn profiles that match recruiter requirements: role, skills, location, seniority, years of experience, target and excluded compan
- [LinkedIn Jobs Scraper](https://thirdwatch.dev/actors/linkedin-jobs-scraper): Scrape LinkedIn public job listings worldwide. 25+ fields: title, company, location, salary (parsed min/max/currency), skills, description, 
- [LinkedIn Profile Scraper](https://thirdwatch.dev/actors/linkedin-profile-scraper): Scrape LinkedIn public profiles without login or cookies. Get name, headline, current and past positions, education, about section, follower
- [Monster Scraper](https://thirdwatch.dev/actors/monster-jobs-scraper): Scrape jobs from Monster.com. Get job title, company, location, salary range, full description, and posting date. One of the largest job boa
- [Multi-ATS Jobs Scraper](https://thirdwatch.dev/actors/multi-ats-jobs-scraper): Scrape job postings from company career boards across 8 applicant tracking systems - Workday, Greenhouse, Lever, SmartRecruiters, Workable, 
- [Naukri & Naukrigulf Jobs Scraper & Monitor](https://thirdwatch.dev/actors/naukri-jobs-scraper): Scrape and monitor Naukri India and Naukrigulf over direct HTTP. Get 60+ fields, salaries, skills, company profiles, applications, views, pu
- [Reed.co.uk Scraper](https://thirdwatch.dev/actors/reed-jobs-scraper): Scrape Reed.co.uk job listings: title, company, salary, location, full descriptions, job type. UK's largest job board with 250K+ live jobs. 
- [RemoteOK Scraper](https://thirdwatch.dev/actors/remoteok-jobs-scraper): Scrape remote jobs from RemoteOK.com. Get job title, company, salary range, tags, location, description, and posting date. One of the top re
- [Seek Jobs Scraper](https://thirdwatch.dev/actors/seek-jobs-scraper): Scrape job listings from Seek (seek.com.au), Australia's and New Zealand's largest job board. Get titles, companies, locations, salary, work
- [SimplyHired Scraper](https://thirdwatch.dev/actors/simplyhired-jobs-scraper): Scrape jobs from SimplyHired.com. Get job title, company, location, salary range, full description, and posting date. Large US job aggregato
- [StepStone Jobs Scraper](https://thirdwatch.dev/actors/stepstone-jobs-scraper): Scrape StepStone jobs in Germany, Austria, and Belgium over HTTP. Get full descriptions, salary, employer, location, remote mode, skills, da
- [Upwork Scraper](https://thirdwatch.dev/actors/upwork-jobs-scraper): Scrape Upwork freelance job listings: title, description, budget (fixed/hourly), required skills, client rating, client spend, client locati
- [Wellfound (AngelList) Scraper](https://thirdwatch.dev/actors/wellfound-jobs-scraper): Scrape Wellfound (formerly AngelList) startup job listings: titles, companies, locations, salaries, equity, descriptions. Supports role-base
- [ZipRecruiter Scraper](https://thirdwatch.dev/actors/ziprecruiter-scraper): Scrape ZipRecruiter.com job listings: titles, companies, locations, salaries, full descriptions, job types, and posted dates. Major US job b

## Scrapers — Business

- [Bulk Image Downloader](https://thirdwatch.dev/actors/bulk-image-downloader): Save every image from any webpage at scale. Paste page URLs or direct image links and get back the full files plus dimensions, format, and s
- [Capterra Software Reviews Scraper](https://thirdwatch.dev/actors/capterra-scraper): Scrape Capterra software product listings and reviews. Get product names, ratings, review counts, descriptions, features, and pricing info. 
- [Deliveroo Scraper](https://thirdwatch.dev/actors/deliveroo-scraper): Scrape restaurant and menu data from Deliveroo -- names, ratings, delivery times, full menus with prices across UK, UAE, and Europe.
- [G2 Software Reviews Scraper](https://thirdwatch.dev/actors/g2-software-reviews-scraper): Scrape G2.com software reviews: product ratings, review counts, pricing, features, pros/cons summaries. Browse by category or scrape specifi
- [Website Contact Enricher](https://thirdwatch.dev/actors/google-maps-contact-enricher): Enrich a list of business websites with emails, phone numbers, and social profiles. Pure HTTP, no proxy. Chains with the Google Maps Scraper
- [Google Maps Lead Finder](https://thirdwatch.dev/actors/google-maps-lead-finder-scraper): Find local businesses on Google Maps and enrich each listing with emails, phones, contact pages, social profiles, and lead score. Built for 
- [Google Maps Scraper](https://thirdwatch.dev/actors/google-maps-scraper): Scrape Google Maps businesses: name, address, phone, website, rating, categories, GPS coordinates, opening hours. Search any query in any lo
- [GST Verification India](https://thirdwatch.dev/actors/gst-verification-scraper): Validate Indian GSTIN format and checksum, then retrieve legal name, trade name, registration status, taxpayer type, constitution, and juris
- [IBBI India](https://thirdwatch.dev/actors/ibbi-scraper): Search the Indian Insolvency and Bankruptcy Board (IBBI) public registry for corporate insolvency cases (CIRP), liquidation proceedings, and
- [IndiaMart Supplier Scraper](https://thirdwatch.dev/actors/indiamart-supplier-scraper): Scrape IndiaMart.com B2B supplier listings: company name, contact, products, prices, GST number, rating, MOQ. India's largest B2B marketplac
- [JustDial Business Scraper](https://thirdwatch.dev/actors/justdial-business-scraper): Scrape JustDial.com business listings: name, address, phone, rating, reviews, timing, website. Any city and category in India. 30M+ listings
- [LinkedIn Company Enrichment](https://thirdwatch.dev/actors/linkedin-company-enrichment-scraper): Turn a LinkedIn company URL, slug, company name, or website domain into a structured firmographic record: industry, size band, employees on 
- [MCA India](https://thirdwatch.dev/actors/mca-india-scraper): Look up Indian companies by CIN on the Ministry of Corporate Affairs registry. Returns company master data, directors (with DIN), registered
- [Noon Food Scraper](https://thirdwatch.dev/actors/noon-food-scraper): Scrape restaurants and menus from food.noon.com — names, ratings, delivery times, fees, and full menu items with prices. UAE and Saudi Arabi
- [Product Hunt Scraper](https://thirdwatch.dev/actors/producthunt-scraper): Scrape Product Hunt launches, products, and leaderboard rankings. Get name, tagline, votes, comments, topics, featured date, and daily/weekl
- [SEC EDGAR Scraper](https://thirdwatch.dev/actors/sec-edgar-scraper): Scrape SEC EDGAR filings for any US public company. Get 10-K annual reports, 10-Q quarterly filings, 8-K events, insider trades, and XBRL fi
- [Swiggy Scraper](https://thirdwatch.dev/actors/swiggy-scraper): Scrape Swiggy restaurants and dishes across 30 Indian cities. Get ratings (Swiggy + Google), cuisines, delivery times, cost for two, offers,
- [Talabat Scraper](https://thirdwatch.dev/actors/talabat-scraper): Scrape restaurant data from Talabat.com — names, ratings, cuisines, locations, payment methods, and popular items across 9 Middle Eastern co
- [UN Comtrade Trade Data Scraper](https://thirdwatch.dev/actors/trade-data-scraper): Scrape bilateral trade data from UN Comtrade. Get import/export values between any two countries at HS code level. Find top traded product c
- [Trustpilot Reviews Scraper](https://thirdwatch.dev/actors/trustpilot-reviews-scraper): Scrape Trustpilot reviews, ratings, replies, verification, reviewer metadata, and company TrustScores with star, date, language, country, an
- [USAspending Federal Awards Scraper](https://thirdwatch.dev/actors/usaspending-federal-awards-scraper): Search US federal contracts, grants, loans, and direct payments from the official USAspending API. Export award IDs, recipients, agencies, d
- [Yelp Business Scraper](https://thirdwatch.dev/actors/yelp-business-scraper): Scrape Yelp business details: name, rating, reviews, price range, categories, address, phone, website, hours, coordinates. Search any busine
- [Zomato Scraper](https://thirdwatch.dev/actors/zomato-scraper): Scrape Zomato restaurants across 20 Indian cities. Get ratings (delivery + dining), cuisines, cost for two, delivery times, addresses, and i

## Scrapers — E-commerce

- [AJIO Scraper](https://thirdwatch.dev/actors/ajio-scraper): Scrape AJIO search results. Pure HTTP via the public catalog API. Returns product name, brand, price, MRP, discount, images, category, and p
- [AliExpress Scraper](https://thirdwatch.dev/actors/aliexpress-product-scraper): Scrape and monitor AliExpress products, prices, discounts, ratings, sales, images, and selling points. Get only new or price-changed listing
- [Amazon Best Sellers Scraper](https://thirdwatch.dev/actors/amazon-bestsellers-scraper): Scrape Amazon Best Sellers and New Releases charts for any category or browse node across 18 marketplaces. Returns rank, ASIN, title, numeri
- [Amazon Reviews Scraper](https://thirdwatch.dev/actors/amazon-reviews-scraper): Scrape written Amazon product reviews by ASIN or URL. Get ratings, titles, text, authors, dates, verified-purchase and Vine labels, helpful 
- [Amazon Product Scraper](https://thirdwatch.dev/actors/amazon-product-scraper): Scrape and monitor Amazon products across 19 marketplaces. Get numeric prices, discounts, ratings, reviews, monthly-bought signals, sponsore
- [Etsy Scraper](https://thirdwatch.dev/actors/etsy-scraper): Scrape Etsy search results. Camoufox stealth browser bypasses DataDome. Returns name, shop, price, rating, image, and URL.
- [Facebook Marketplace Scraper](https://thirdwatch.dev/actors/facebook-marketplace-scraper): Scrape public Facebook Marketplace search results by keyword and city. Returns listing ID, title, numeric price, currency, city/state, photo
- [FirstCry Scraper](https://thirdwatch.dev/actors/firstcry-scraper): Scrape FirstCry baby and kids products via /search?searchstring=. Pure HTTP. Returns name, brand, price, MRP, discount, rating count, image,
- [Flipkart Scraper](https://thirdwatch.dev/actors/flipkart-products-scraper): Scrape Flipkart product search results: title, price, original price, discount, rating, reviews, seller, highlights. India's largest e-comme
- [Meesho Scraper](https://thirdwatch.dev/actors/meesho-scraper): Scrape Meesho product search and category pages. Camoufox + Akamai bypass + XHR interception. Returns name, price, MRP, rating, image, and U
- [Myntra Scraper](https://thirdwatch.dev/actors/myntra-scraper): Scrape Myntra search results and category pages. Pure HTTP, no browser. Returns product name, brand, price, MRP, discount, rating, sizes, co
- [Noon.com Scraper](https://thirdwatch.dev/actors/noon-scraper): Scrape Noon.com product search results across UAE, Saudi Arabia, and Egypt. Get titles, prices, discounts, ratings, sellers, and brands. 14+
- [Nykaa Scraper](https://thirdwatch.dev/actors/nykaa-scraper): Scrape Nykaa beauty product search and category pages over Chrome-fingerprinted HTTP, with a guarded browser fallback. Returns product name,
- [Price Tracker — Track Product Prices Across Any E-Commerce Site](https://thirdwatch.dev/actors/price-tracker): Track product prices from Amazon, Flipkart, Shopify, eBay, Walmart, AliExpress, and any e-commerce site. Extracts price, original price, dis
- [Shopify Reviews Scraper](https://thirdwatch.dev/actors/shopify-reviews-scraper): Detect the review widget on any Shopify store (Judge.me, Yotpo, Loox, Stamped, Okendo, Reviews.io) and pull total review count and average r
- [Shopify Store Scraper](https://thirdwatch.dev/actors/shopify-store-scraper): Scrape products from any Shopify store. Get title, vendor, type, tags, images, full variants (SKU, price, compare-at, availability), and opt
- [Snapdeal Scraper](https://thirdwatch.dev/actors/snapdeal-scraper): Scrape Snapdeal product search results. Pure HTTP via SSR. Returns name, price, MRP, discount, image, and product URL.
- [Tata Cliq Scraper](https://thirdwatch.dev/actors/tatacliq-scraper): Scrape Tata Cliq product listings through its structured catalog API. Returns name, brand, price, MRP, rating, image, and URL.

## Scrapers — Social

- [Facebook Ad Library Scraper](https://thirdwatch.dev/actors/fb-ad-library-scraper): Scrape Facebook's public Ad Library for any brand. Returns active ad count, per-creative text, CTA, start date, and platform mix (Facebook, 
- [Instagram Scraper](https://thirdwatch.dev/actors/instagram-scraper): Scrape Instagram posts and profiles. Get captions, likes, comments, media URLs, follower counts, and more. No login required. Supports searc
- [LinkedIn Comments & Reactions Scraper](https://thirdwatch.dev/actors/linkedin-comments-reactions-scraper): Scrape public LinkedIn post engagement by URL: reaction count, comment count, reaction types, and visible public comments when LinkedIn expo
- [LinkedIn Post Scraper](https://thirdwatch.dev/actors/linkedin-post-scraper): Scrape a single LinkedIn post by URL. Extracts post text, author, timestamp, reactions, comment count, reposts, and media. Pure HTTP, no log
- [LinkedIn Post Search](https://thirdwatch.dev/actors/linkedin-post-search-scraper): Find Google-indexed LinkedIn posts by keyword and enrich public text, author, engagement, timestamps, and media when available. No LinkedIn 
- [Pinterest Scraper & Monitor](https://thirdwatch.dev/actors/pinterest-scraper): Scrape and monitor public Pinterest pins from search, user feeds, boards, and pin URLs. Get images, products, videos, and engagement via fas
- [Reddit Scraper API](https://thirdwatch.dev/actors/reddit-scraper): Scrape public Reddit posts, search, subreddits, media, and nested comments or monitor only newly observed posts. Anonymous read-only OAuth; 
- [Telegram Channel Scraper](https://thirdwatch.dev/actors/telegram-scraper): Scrape public Telegram channel messages by username. Get message text, view counts, timestamps, author/signature, media flags, forwards, and
- [Threads Scraper](https://thirdwatch.dev/actors/threads-scraper): Scrape public posts from any Meta Threads (threads.net / threads.com) profile. Get post text, like counts, timestamps, author details, media
- [TikTok Scraper](https://thirdwatch.dev/actors/tiktok-scraper): Scrape TikTok videos by keyword or username. Get video details, engagement stats (views, likes, shares), author info, music, and hashtags. N
- [Twitter/X Profile Scraper](https://thirdwatch.dev/actors/twitter-scraper): Scrape public tweets from any Twitter/X profile. Get tweet text, likes, retweets, replies, posted date, and media URLs. No login or API key 
- [X/Twitter Profile Audience Scraper](https://thirdwatch.dev/actors/x-profile-audience-scraper): Scrape public X/Twitter profile audience counts and recent engagement signals: followers, following, listed count, bio, website, and recent 
- [YouTube Comments Scraper — Fast, No API Key](https://thirdwatch.dev/actors/youtube-comments-scraper): Scrape public YouTube comments and replies from videos and Shorts. Get text, authors, likes, dates, profile images, thread metadata, video I
- [YouTube Scraper](https://thirdwatch.dev/actors/youtube-scraper): Scrape YouTube search results, channel videos, and video details. Get title, view count, duration, channel info, thumbnails, and more. No AP

## Scrapers — Developer

- [crates.io Scraper](https://thirdwatch.dev/actors/crates-io-scraper): Search public crates.io packages and export versions, downloads, licenses, repositories, categories, keywords, timestamps, and yanked status
- [Docker Hub Image Scraper](https://thirdwatch.dev/actors/docker-hub-scraper): Search public Docker Hub images and export pulls, stars, descriptions, official status, update timestamps, and recent tags and digests.
- [GitLab Projects Scraper](https://thirdwatch.dev/actors/gitlab-projects-scraper): Search public GitLab projects and export stable IDs, topics, stars, forks, activity, namespaces, branches, and repository links.
- [JetBrains Marketplace Scraper](https://thirdwatch.dev/actors/jetbrains-marketplace-scraper): Search public JetBrains plugins and export downloads, ratings, pricing, tags, source links, and minimized vendor organization evidence.
- [Maven Central Scraper](https://thirdwatch.dev/actors/maven-central-scraper): Search Maven Central and export Java artifact coordinates, latest versions, packaging, version counts, classifiers, repositories, and public
- [NuGet Packages Scraper](https://thirdwatch.dev/actors/nuget-packages-scraper): Search the public NuGet catalog and export package versions, downloads, authors, owners, verification, tags, licenses, URLs, and publication
- [Packagist Scraper](https://thirdwatch.dev/actors/packagist-packages-scraper): Search public Composer packages and export downloads, versions, licenses, requirements, repository links, support links, and dependency evid
- [PubMed Research Scraper](https://thirdwatch.dev/actors/pubmed-research-scraper): Search PubMed through the official NCBI E-utilities API. Export PMIDs, DOIs, titles, abstracts, authors, affiliations, journals, publication
- [Subdomain Finder](https://thirdwatch.dev/actors/subdomain-finder): Find every subdomain of any domain. Merges four discovery sources for thorough coverage and verifies each one is live via DNS and HTTP. Grea
- [Terraform Registry Scraper](https://thirdwatch.dev/actors/terraform-registry-scraper): Search public Terraform modules and export versions, providers, downloads, verification, publication dates, and bounded module-interface cou
- [VS Code Marketplace Scraper](https://thirdwatch.dev/actors/vscode-marketplace-scraper): Search public VS Code extensions and export installs, ratings, versions, compatibility, publisher verification, repository links, dependenci
- [WordPress Plugins Scraper](https://thirdwatch.dev/actors/wordpress-plugins-scraper): Search the public WordPress.org plugin directory and export active installs, ratings, versions, compatibility, support metrics, authors, tag

## Scrapers — Travel

- [Airbnb Scraper](https://thirdwatch.dev/actors/airbnb-scraper): Scrape Airbnb stays by city or listing URL. Get listing name, price per night, total price, rating, review count, room type, map coordinates
- [Booking.com Hotel Scraper](https://thirdwatch.dev/actors/booking-hotel-scraper): Scrape Booking.com hotel search results: names, prices, ratings, reviews, location, stars, amenities, distance from center. Supports destina
- [Ctrip / Trip.com Hotel Scraper](https://thirdwatch.dev/actors/ctrip-hotels-scraper): Scrape hotel listings from Trip.com (Ctrip): names, nightly prices, ratings, reviews, location, star class, amenities, photos. Supports city
- [Google Flights Scraper](https://thirdwatch.dev/actors/google-flights-scraper): Scrape live Google Flights fares without a browser. Compare one-way and round-trip quotes across multi-route and flexible-date matrices with
- [Google Hotels Scraper](https://thirdwatch.dev/actors/google-hotels-scraper): Scrape Google Hotels search results by destination, dates, guests, currency, and language. Get names, displayed prices, ratings, review coun
- [Headout Reviews Scraper](https://thirdwatch.dev/actors/headout-reviews-scraper): Scrape public Headout reviews for tours, attractions, tickets, museums, cruises, and experiences. Get ratings, original and translated text,
- [TripAdvisor Scraper](https://thirdwatch.dev/actors/tripadvisor-scraper): Scrape TripAdvisor hotels, restaurants, and attractions: names, ratings, reviews, prices, rankings, addresses, images. Supports search queri
- [Turo Scraper](https://thirdwatch.dev/actors/turo-scraper): Scrape Turo car rental listings by location and dates. Returns make, model, year, daily/weekly/monthly pricing, ratings, host info, and imag

## Scrapers — Real Estate

- [99acres India Scraper](https://thirdwatch.dev/actors/acres99-scraper): Scrape 99acres.com India property listings: rent, buy, PG, commercial. Filters for BHK, locality, price, area, furnishing, tenant type. 40+ 
- [CommonFloor India Property Scraper](https://thirdwatch.dev/actors/commonfloor-scraper): Scrape CommonFloor.com rent, buy, and PG property listings across Indian cities. Filter by BHK, locality, price range, area, furnishing, ten
- [MagicBricks India Scraper](https://thirdwatch.dev/actors/magicbricks-scraper): Scrape MagicBricks rent and buy property listings for any Indian city. Filter by BHK, locality, price, area, furnishing, tenant type and ava
- [NoBroker India Scraper](https://thirdwatch.dev/actors/nobroker-scraper): Scrape NoBroker.in India property listings. Owner-direct rent/buy/PG with BHK, locality, price, area filters. No brokerage listings. Bangalo
- [Rightmove Scraper](https://thirdwatch.dev/actors/rightmove-scraper): Scrape Rightmove UK property listings. Get prices, addresses, bedrooms, bathrooms, agent details, coordinates, tenure, and 20+ fields. For-s
- [Square Yards Scraper](https://thirdwatch.dev/actors/squareyards-scraper): Scrape property listings from SquareYards.com. Get apartments, villas, plots with prices, BHK config, area, floor, address, GPS coordinates,
- [Zillow Suite Scraper](https://thirdwatch.dev/actors/zillow-suite-scraper): Scrape public Zillow homes for sale, rentals, apartment buildings, and sold comparables. Get prices, beds, baths, area, Zestimates, taxes, d

## Scrapers — Lead generation

- [Bulk Email Verifier](https://thirdwatch.dev/actors/email-verifier): Verify emails with deterministic checks: syntax, MX records, disposable detection (~7.5K list), role-address + free-provider flags, and SPF/
- [Google Maps Lead Enrichment](https://thirdwatch.dev/actors/google-maps-lead-enrichment): Turn Google Maps searches into sales-ready lead lists with business names, addresses, ratings, websites, public emails, phone numbers, socia
- [LinkedIn Company Employees Scraper & New Hire Monitor](https://thirdwatch.dev/actors/linkedin-company-employees-scraper): Find public LinkedIn employee profiles by company, title, and location. Choose low-cost basic discovery or full public-profile enrichment, a
- [LinkedIn Email Finder](https://thirdwatch.dev/actors/linkedin-email-finder-scraper): Generate likely work emails from LinkedIn URLs or name-and-domain contacts. Get ranked candidates, MX status, catch-all detection, and optio
- [Product Hunt Scraper](https://thirdwatch.dev/actors/product-hunt-launches-scraper): Collect current Product Hunt launches: product IDs, names, taglines, makers, dates, discussion pages, and outbound-link references over pure
- [Shopify Store Leads](https://thirdwatch.dev/actors/shopify-store-intelligence-scraper): Discover Shopify stores by product keyword, then extract public websites, emails, phones, socials, ratings, sample products, technologies, a
- [Website Contact Scraper](https://thirdwatch.dev/actors/website-contact-scraper): Extract contact details a company publishes on its own website. Checks the homepage plus contact, about, team, and legal pages and returns e

## Scrapers — Education

- [Coursera Scraper](https://thirdwatch.dev/actors/coursera-scraper): Scrape Coursera course listings by keyword. Get title, partner/university, rating, difficulty level, skills, duration, course type (course/s
- [LinkedIn Learning Courses Scraper](https://thirdwatch.dev/actors/linkedin-courses-scraper): Scrape LinkedIn Learning courses by keyword. Extracts title, instructor, level, duration, skills, rating, learner count, description, and mo
- [Udemy Course Scraper](https://thirdwatch.dev/actors/udemy-scraper): Scrape Udemy courses by keyword: title, headline, instructor(s), rating, enrollment count, level, duration, lectures, categories, and topics

## Scrapers — SEO

- [Google Search Results Scraper](https://thirdwatch.dev/actors/google-search-scraper): Scrape Google Search results for any query. Get titles, URLs, snippets, and site links. Supports web, news, images, videos, and shopping. Fi
- [Google Trends Scraper](https://thirdwatch.dev/actors/google-trends-scraper): Scrape Google Trends data for any keyword: 12-month interest timeseries, average interest (0-100), directional slope, peak date, and top/ris
- [Bulk SEO Audit](https://thirdwatch.dev/actors/seo-data-extractor): Run an SEO audit on hundreds of pages at once. For each URL you get the title, meta description, headings, canonical, Open Graph and Twitter

## Scrapers — Mobile

- [App Reviews Scraper](https://thirdwatch.dev/actors/app-reviews-scraper): Scrape public mobile app reviews from App Store RSS feeds and Google Play public pages. Extract rating, author, title, text, version, date, 

## Scrapers — Entertainment

- [BookMyShow India](https://thirdwatch.dev/actors/bookmyshow-scraper): Scrape movies, events, showtimes, and venues from BookMyShow India. Get title, ratings, cast, genres, price ranges, language, and city-speci

## Scrapers — News

- [Google News Scraper](https://thirdwatch.dev/actors/google-news-scraper): Scrape Google News articles. Get article titles, sources, publication dates, descriptions, and URLs. Supports keyword search, time ranges, a

## Scrapers — SEO_TOOLS

- [Google Trends Real-Time](https://thirdwatch.dev/actors/google-trends-realtime-scraper): Track real-time Google searches by country. Get approximate traffic, timestamps, trend images, related news, and Google Trends URLs over pur

## Scrapers — Video

- [IMDb Scraper](https://thirdwatch.dev/actors/imdb-scraper): Scrape IMDb movie and TV show data: title, year, rating, votes, genres, director, cast, plot, runtime, poster, and content rating. Search by

## Scrapers — AI

- [YouTube Transcripts & Captions Scraper (Subtitles at Scale)](https://thirdwatch.dev/actors/youtube-transcripts-scraper): Extract transcripts and captions from YouTube videos at scale. Returns full text, per-segment timing, and all available languages (manual + 

## Recent engineering writeups

- [Scrape Headout Reviews for Attraction Research](https://thirdwatch.dev/blog/scrape-headout-reviews-for-attraction-research): Collect structured Headout attraction reviews, ratings, traveler profiles, languages, photos, and timestamps without a browser.
- [Research Headout Traveler Personas from Reviews](https://thirdwatch.dev/blog/research-headout-traveler-personas): Segment Headout attraction feedback by traveler persona, country, rating, language, and recency for product and destination research.
- [Monitor Headout Attraction Ratings and Review Velocity](https://thirdwatch.dev/blog/monitor-headout-attraction-ratings): Track Headout rating distributions, fresh reviews, and review velocity for tours and attractions with scheduled Apify runs.
- [Collect Headout Reviews with Guest Photos](https://thirdwatch.dev/blog/collect-headout-guest-photos): Filter Headout reviews to customer-uploaded photos for visual attraction research, content audits, and experience validation.
- [Analyze Multilingual Headout Reviews](https://thirdwatch.dev/blog/analyze-multilingual-headout-reviews): Preserve original Headout review text and normalized translations for multilingual attraction sentiment analysis.
- [Amazon Share of Shelf Tracking by Category, Step by Step](https://thirdwatch.dev/blog/track-amazon-share-of-shelf-by-category): Measure what share of an Amazon category's top 100 your brand owns versus each rival, and get alerted the moment one of your ASINs drops off the chart.
- [Track Amazon New Releases to Catch Product Launches Early](https://thirdwatch.dev/blog/track-amazon-new-releases-for-launch-detection): Scrape Amazon New Releases charts across 18 marketplaces to spot rival SKUs within days of launch, long before they accumulate any reviews or sales rank.
- [Size Your B2B Market With LinkedIn Company Firmographics](https://thirdwatch.dev/blog/size-a-b2b-market-with-linkedin-company-firmographics): Build a bottom-up TAM from named companies: pull LinkedIn firmographics, bucket by employee band and HQ country, and show the counting method on a slide.
- [Segment Leads by Email Provider: Workspace or Microsoft 365](https://thirdwatch.dev/blog/segment-leads-by-email-provider-workspace-vs-microsoft-365): Split a raw local lead list into Google Workspace, Microsoft 365, Zoho and GoDaddy cohorts using MX provider data from Thirdwatch's lead enrichment actor.
- [Screen Startup Dealflow With Public Company Firmographics](https://thirdwatch.dev/blog/screen-startup-dealflow-with-company-firmographics): Pre-screen inbound startup dealflow on public firmographics: founded year, company type, employee band, HQ country and stated specialties, in one pass.
- [How to Screen Rental Yield With Zillow Rent Zestimate Data](https://thirdwatch.dev/blog/screen-rental-yield-with-zillow-rent-zestimate): Rank hundreds of for-sale homes by rent Zestimate divided by price, shard cheap cash-flow markets by ZIP, and shortlist the ten worth underwriting this week.
- [Score Hiring Intent Signals from Prospect Career Boards](https://thirdwatch.dev/blog/score-hiring-intent-signals-from-prospect-career-boards): Turn a target account list into a ranked hiring intent score using postings from each company's own career board across Workday, Greenhouse, Lever and Ashby.
- [Route Inbound Signups by Company Size and Industry Tier](https://thirdwatch.dev/blog/route-inbound-signups-by-company-size-and-industry): Turn a work-email domain into an enterprise, mid-market or self-serve routing call within minutes, with a confidence tier for the domains that never resolve.
- [How to Pull Zillow Sold Comps for CMA Valuation Reports](https://thirdwatch.dev/blog/pull-zillow-sold-comps-for-cma-valuation-reports): Pull recently sold Zillow comps for any ZIP code and price a subject property for a CMA on real price-per-sqft evidence instead of a Zestimate screenshot.
- [How to Monitor Zillow Price Drops and New Listings Daily](https://thirdwatch.dev/blog/monitor-zillow-price-drops-and-new-listings-daily): Run the same Zillow searches on a schedule and diff each run to surface price cuts and fresh inventory within hours. A daily price-drop alert pipeline.
- [Measure Local Business Digital Presence by City and Vertical](https://thirdwatch.dev/blog/measure-local-business-digital-presence-by-city-and-vertical): Turn a Google Maps run into a reproducible digital-maturity statistic: website reachability, domain email share and social adoption, by city and trade.
- [Find Which Companies Actually Hire Remotely in Each Country](https://thirdwatch.dev/blog/find-which-companies-hire-remotely-by-country): Map which employers really hire remotely in a given country using their own ATS boards, the board's remote flag, and city, region and country filters.
- [Diagnose Missing Emails in a Scraped Local Lead List (2026)](https://thirdwatch.dev/blog/diagnose-missing-emails-in-a-scraped-local-lead-list): Roughly a quarter of local leads come back with no email. Use fetch_status and http_server_header to triage each bucket and re-run only what is fixable.
- [Detect Closed Job Postings with an Incremental ATS Sync](https://thirdwatch.dev/blog/detect-closed-job-postings-with-an-incremental-ats-sync): Diff every ATS sync run to see which job postings closed, which are genuinely new, and how long each req stayed open — without false closures from paging bugs.
- [Cut Your Cost per Contactable Lead in Local Prospecting](https://thirdwatch.dev/blog/cut-cost-per-contactable-lead-in-local-prospecting): Work out what a usable local lead actually costs in each vertical, and tune the run settings that buy real contacts instead of billing you for empty rows.
- [Compare Amazon Best Sellers Across 18 Marketplaces 2026](https://thirdwatch.dev/blog/compare-amazon-bestsellers-across-marketplaces): Read one Amazon category's top 100 across the US, UK, Germany, India and Japan to compare chart mix, price bands and review depth before you pick a marketplace.
- [Build Real Estate Agent Lead Lists From Zillow Listings](https://thirdwatch.dev/blog/build-real-estate-agent-lead-lists-from-zillow): Turn active Zillow listings in any US metro into a contactable list of listing agents and brokerages, with agent name, phone, licence and listing volume.
- [Build a Pay Transparency Salary Dataset from ATS Boards](https://thirdwatch.dev/blog/build-pay-transparency-salary-dataset-from-ats-boards): Collect employer-published pay ranges from Workday, Greenhouse, Lever and Ashby career boards so your salary benchmarks cite primary sources, not estimates.
- [Build a City-by-City Local Lead List From Google Maps (2026)](https://thirdwatch.dev/blog/build-city-by-city-local-lead-list-google-maps): Decompose a metro into suburb-by-trade Google Maps queries, dedupe on place_id, and budget maxResults so you cover a whole territory without paying twice.
- [Auto-Update Amazon Affiliate Top 10 Lists With Real Data](https://thirdwatch.dev/blog/build-auto-updating-amazon-affiliate-top-lists): Build an amazon affiliate product feed that rebuilds your best-of roundups from Amazon's own ranked charts, so no page cites a delisted ASIN or stale price.
- [Build an Amazon Best Sellers API Feed for Your Products](https://thirdwatch.dev/blog/build-amazon-bestsellers-api-feed): Turn Amazon's top-100 Best Sellers charts into your own cached JSON endpoint: scheduling, dataset retrieval, snapshot storage, cache TTL and node sharding.
- [How to Build a Zillow API Alternative for a Property App](https://thirdwatch.dev/blog/build-a-zillow-api-alternative-for-a-property-app): Zillow publishes no listings API. Build a sharded ZIP-level ingestion pipeline that dedupes on zpid and lands a normalised property table your app can query.
- [Build a Company Enrichment API on Apify in an Afternoon](https://thirdwatch.dev/blog/build-a-company-enrichment-api-with-apify): Wire a company enrichment API into your own backend: cache keys, provenance fields, batched lookups and graceful degradation when a domain will not resolve.
- [Backfill Firmographics on CRM Accounts Without a Vendor](https://thirdwatch.dev/blog/backfill-firmographics-on-crm-accounts): Fill blank Industry, Employee Count, HQ Country and Founded fields across thousands of CRM accounts with LinkedIn firmographic data enrichment. No vendor seat.
- [Audit Live Job Postings Against Your ATS Requisition Data](https://thirdwatch.dev/blog/audit-live-job-postings-against-your-ats-requisition-data): Run a job posting audit across Workday, Greenhouse, Lever, Ashby and four more ATS boards to catch stale reqs, duplicate roles and mis-tagged departments.
- [Verify Indian Vendors With MCA Company Data](https://thirdwatch.dev/blog/verify-indian-vendors-with-mca-company-data): Turn Indian company CINs into repeatable vendor-verification records with MCA master data and director details.
- [Turn Google Maps Businesses Into CRM-Ready Records](https://thirdwatch.dev/blog/turn-google-maps-businesses-into-crm-records): Normalize Google Maps business data and website contacts into deduplicated account and contact records for HubSpot, Salesforce, or a warehouse.
- [Track SEC 8-K Filings for Event-Driven Research](https://thirdwatch.dev/blog/track-sec-8k-filings-for-event-driven-research): Build a scheduled SEC 8-K feed for material-event research. Includes Apify input, deduplication, and alerting patterns.
- [Screen Indian Vendors for Insolvency Risk With IBBI](https://thirdwatch.dev/blog/screen-indian-vendors-for-insolvency-risk): Add IBBI insolvency records to Indian vendor and counterparty screening without turning name matches into false conclusions.
- [How to Scrape USAspending Federal Contract Awards](https://thirdwatch.dev/blog/scrape-usaspending-federal-contract-awards): Collect public US federal contract awards from USAspending with stable IDs, recipient names, agencies, dates, descriptions, and award amounts.
- [How to Scrape PubMed Articles and Abstracts](https://thirdwatch.dev/blog/scrape-pubmed-articles-and-abstracts): Export PubMed titles, abstracts, authors, journals, MeSH terms, DOIs, and PMIDs through the official NCBI API without brittle page scraping.
- [Scrape Ashby, Workday, and Recruitee Career Pages](https://thirdwatch.dev/blog/scrape-ashby-workday-and-recruitee-career-pages): Collect direct-employer jobs across modern ATS career pages with one Apify actor and a stable deduplication workflow.
- [Score a B2B Email List Before Cold Outreach](https://thirdwatch.dev/blog/score-b2b-email-lists-before-outreach): Build a transparent B2B email risk score from syntax, MX, disposable, role-address, provider, and domain-health checks.
- [Remove Disposable Emails From Signup Data Before It Reaches Your CRM](https://thirdwatch.dev/blog/remove-disposable-emails-from-signup-data): Detect disposable email domains in signup exports, quarantine risky rows, and keep clean acquisition data in your CRM.
- [Monitor VS Code Extension Releases and Compatibility Guide](https://thirdwatch.dev/blog/monitor-vscode-extension-releases): Learn vs code release monitoring with public VS Code Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical relea.

## How to use Thirdwatch from an LLM agent

Easiest path: connect the Thirdwatch MCP server (https://mcp.thirdwatch.dev/mcp) to your client. The MCP exposes 14 high-level tools that internally call the right Apify actor — your agent doesn't have to know which scraper to pick.

Direct path: each actor is callable via the Apify API. The actor landing page (e.g., https://thirdwatch.dev/actors/google-maps-scraper) links to the Apify Store listing where you can grab the actor ID and call it with your Apify token.

## Pricing model

Pay-per-result with four volume tiers: FREE (lowest volume), BRONZE, SILVER, GOLD (cheapest per record). No subscription, no minimum, no commitment. Apify keeps 20% of revenue and Thirdwatch keeps 80%; users are billed by Apify's existing payment infrastructure.