The Watchtower
Benchmarks, playbooks, and engineering deep-dives on building production scrapers — anti-bot bypasses, cost teardowns, and workflows we use ourselves.
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
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
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
Add IBBI insolvency records to Indian vendor and counterparty screening without turning name matches into false conclusions.
How to 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
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
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
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
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
Learn vs code release monitoring with public VS Code Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical relea.
Monitor US Government Spending Markets With Award Searches
Design a repeatable federal spending monitor using USAspending award searches, controlled market terms, stable identifiers, and snapshot comparisons.
Monitor Terraform Module Releases and Verification Guide
Learn terraform release monitoring with public Terraform Registry metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical rele.
Monitor Packagist Package Releases and Requirements Guide
Learn packagist release monitoring with public Packagist metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical release monit.
Monitor NuGet Package Versions and Downloads Data Guide
Learn nuget package version monitoring with public NuGet metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical release monit.
Monitor New Medical Research by Topic in PubMed
Create a scheduled PubMed research monitor with date-bounded searches, stable PMID deduplication, and useful alerts instead of noisy result dumps.
Monitor JetBrains Plugin Catalog Changes and Ratings Guide
Learn jetbrains plugin monitoring with public JetBrains Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical ca.
Monitor GitLab Project Activity, Stars, and Archives Guide
Learn gitlab activity monitoring with public GitLab metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical activity monitorin.
Monitor Docker Hub Image Tags for Release Changes Guide
Learn docker hub image tag monitoring with public Docker Hub metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical release m.
Monitor Company Contact Page Changes at Scale
Schedule website contact snapshots and detect changed emails, phones, social profiles, and addresses without noisy repeat alerts.
Map the Terraform Provider Ecosystem with Module Data Guide
Learn terraform ecosystem mapping with public Terraform Registry metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical ecosy.
Find Public Local Business Phone Numbers at Scale
Extract public phone numbers from local business websites, normalize them, and preserve source evidence for lead operations.
Find India Real Estate Comparables With SquareYards Listings
Build a reproducible India property-comparables workflow from SquareYards sale and rental listings, normalized by locality and area.
Find Government Contractors by Agency With USAspending Data
Build an evidence-backed map of federal contractors, awarding agencies, sub-agencies, award values, and contract themes from public USAspending records.
Find Company Emails From a Domain List
Extract public company emails from domain lists, keep source URLs, and avoid mixing published addresses with guessed email patterns.
Find Clinical Research Authors and Affiliations in PubMed
Extract PubMed author and affiliation metadata for expert discovery, collaboration mapping, and transparent research-landscape analysis.
Extract Social Profile Links From Business Websites
Find LinkedIn, Instagram, Facebook, YouTube, and X profiles linked from company websites and join them to business records.
Extract Social Links and Phone Numbers From Websites
Collect public company phone numbers and official social profiles from website pages, with normalization and source tracking.
Enrich Google Maps Leads With Public Business Emails
Turn business websites from a Google Maps export into public emails, phone numbers, and social links for CRM enrichment.
Enrich CRM Companies With Website Contact Data
Refresh CRM company records with public emails, phones, addresses, and social links while preserving provenance and review states.
Discover VS Code Extensions by Topic and Adoption Guide
Learn vs code extension discovery with public VS Code Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical exte.
Discover Terraform Modules by Cloud Provider and Topic Guide
Learn terraform module discovery with public Terraform Registry metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical module.
Discover Maven Central Dependencies by Topic Data Guide
Learn maven central dependency discovery with public Maven Central metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical dep.
Discover JetBrains Plugins by Topic and Adoption Playbook
Learn jetbrains plugin discovery with public JetBrains Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical plu.
Discover GitLab Open Source Projects by Topic Data Guide
Learn gitlab project discovery with public GitLab metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical project discovery wo.
Discover Composer Packages by Topic and Downloads Guide
Learn composer package discovery with public Packagist metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical package discove.
Compare WordPress SEO Plugins with Directory Data Guide
Learn wordpress seo plugin comparison with public WordPress.org metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical plugin.
Compare VS Code AI Coding Extensions with Public Data Guide
Learn vs code ai extension comparison with public VS Code Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical.
Compare Terraform VPC Modules with Registry Data Playbook
Learn terraform vpc module comparison with public Terraform Registry metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical m.
Compare Laravel Packages with Packagist Metadata Playbook
Learn laravel package comparison with public Packagist metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical package evaluat.
Compare JetBrains AI Plugins with Marketplace Data Guide
Learn jetbrains ai plugin comparison with public JetBrains Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical.
Compare GitLab DevOps Projects with Public Metadata Guide
Learn gitlab devops project comparison with public GitLab metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical tool evaluat.
Clean CRM Email Data With an Apify Verification Task
Schedule repeatable CRM email hygiene with Apify Tasks, deterministic verification fields, and safe update rules.
Build a VS Code Extension Inventory for Governance Guide
Learn vs code extension inventory with public VS Code Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical port.
Build a PubMed Dataset for a Literature Review
Turn a documented PubMed search into a review-ready dataset with stable identifiers, screening fields, provenance, and transparent exclusions.
Build a Packagist Dependency Inventory for Governance Guide
Learn packagist dependency inventory with public Packagist metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical dependency.
Build a Local Services Lead Pipeline From Maps and Business Websites
Combine Google Maps discovery, website contact enrichment, deduplication, and CRM routing into a repeatable local-services lead workflow.
Build a JetBrains Plugin Inventory for Governance Guide
Learn jetbrains plugin inventory with public JetBrains Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical por.
Build a Public GitLab Project Inventory for Research Guide
Learn gitlab project inventory with public GitLab metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical portfolio mapping wo.
Build a Federal Award Lead List Without Losing Source Evidence
Turn public federal award records into a qualified account list while preserving award IDs, source URLs, dates, agencies, and defensible lead criteria.
Audit VS Code Extension Publishers and Source Links Guide
Learn vs code publisher audit with public VS Code Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical publishe.
Audit a Terraform Module Inventory for Governance Guide
Learn terraform module inventory audit with public Terraform Registry metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical.
Audit Rust Crate Licenses and Repository Evidence Guide
Learn rust crate license audit with public crates.io metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical license governanc.
Audit JetBrains Plugin Vendors and Public Policies Guide
Learn jetbrains vendor audit with public JetBrains Marketplace metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical vendor.
Audit GitLab Project Maintenance with Activity Evidence
Learn gitlab maintenance audit with public GitLab metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical maintenance review w.
Audit Email Domain Health: SPF, DKIM, and DMARC Checks
Check SPF, DKIM, DMARC, and MX records across an email list before a campaign, with a reproducible Apify and Python workflow.
Audit Composer Package Licenses and Requirements Playbook
Learn composer license audit with public Packagist metadata, repeatable Apify runs, clean JSON output, validation checks, and a practical license governance.
Analyze PubMed Papers With Python
Load a structured PubMed export in Python to measure publication trends, journals, subject headings, and missing-data coverage responsibly.
Analyze Federal Contract Awards With Python and USAspending
Load normalized USAspending award exports into pandas, validate identifiers and amounts, group recipients and agencies, and compare recurring snapshots.
How to Scrape Google Flights Prices Without a Browser (2026)
Build route comparisons, flexible-date fare scans, and scheduled Google Flights price alerts with a request-only Apify Actor.
Monitor Google Hotels Prices for Revenue Strategy (2026)
Monitor Google Hotels prices, ratings, and competitors by destination and stay date. Build repeatable hotel revenue reports with Python and Apify schedules.
Analyze YouTube Comments for Audience Sentiment Data (2026)
Analyze YouTube comments for audience sentiment, recurring topics, and creator insights. Includes structured fields, Python examples, limitations, and JSON.
How to Analyze Amazon Reviews for Product Research (2026)
Scrape Amazon reviews for product research, sentiment analysis, and competitor intelligence. Includes verified-purchase fields, Python code, and JSON output.
Open-Source Web Scraping Skills for Claude Code Agents
Twelve free, open-source web scraping skills for Claude Code and AI agents: anti-bot bypass, build-vs-buy, and ready paths for jobs, products and reviews.
Verify Email Lists in Bulk to Cut Your Bounce Rate (2026)
Clean an email list before a campaign with Thirdwatch's Bulk Email Verifier — syntax, MX, disposable, role, free-provider, and SPF/DKIM/DMARC domain checks.
Scrape Threads Posts for Social Listening: 2026 Python Guide
Pull a Meta Threads profile's recent posts and like counts for social listening and creator research. Python recipes with Thirdwatch's Threads Scraper.
Scrape Public Telegram Channels for Market Research (2026)
Monitor public Telegram channels with Thirdwatch's Telegram Scraper. Pull message text, view counts, dates, and media flags for trend and brand research.
Scrape Seek Jobs for Australia & NZ Recruiting Data (2026)
Build an Australia/NZ recruiting pipeline from Seek with Thirdwatch. Get titles, companies, salary, location, classification, work type, and full descriptions.
Scrape Dice Jobs for US Tech Recruiting Data (2026 Guide)
Pull US tech jobs from Dice.com with Thirdwatch's Dice Jobs Scraper — title, company, location, salary, remote flag, summary, optional skills. Python recipes.
Scrape Airbnb Listings for Short-Term Rental Market Research
Pull Airbnb listings for any city: price per night, rating, review count, room type, and coordinates. Build a structured STR market dataset via the Apify API.
Extract Website Contacts for B2B Lead Generation (2026)
Turn a list of company domains into emails, phones, socials, and postal addresses with Thirdwatch's Website Contact Scraper. Python + CRM recipes inside.
Enrich a Sales CRM with Public LinkedIn Employee Data
Pull public employee profiles for named accounts, qualify them, and upsert reviewed contacts into HubSpot or another CRM.
Track Zomato Food Delivery Coverage by City in India (2026)
Map Zomato delivery coverage, pricing, and delivery times across 20 Indian cities. Identify underserved areas and compare city-level food delivery metrics.
Track Trip.com Hotel Ratings for Hospitality Intel (2026)
Extract hotel ratings, review counts, and guest sentiment from Trip.com for hospitality competitive intelligence. Structured data across 20+ global cities.
Track Talent Market Trends with LinkedIn Candidate Data
Track talent supply and demand by role and location using LinkedIn candidate data. Map skill density, hiring hotspots, and talent migration trend patterns.
Track Product Prices Across E-Commerce Sites (2026 Guide)
Monitor product prices across Amazon, Shopify, and any e-commerce site with structured data. Automated daily price snapshots with pay-per-result pricing.
Track Political Ad Spend with Facebook Ad Library (2026)
Extract political and issue ad data from Meta's Ad Library. Track active campaign counts, ad creative text, CTAs, and platforms for transparency research.
Track India Rental Market With Square Yards Listing Data
Monitor India rental market trends from Square Yards listings. Track rent distributions, furnishing premiums, and gross yield benchmarks across 40+ cities.
Track India Company Incorporations by State With MCA Data
Analyze Indian company incorporations by state and year using MCA registry data. CIN-based extraction yields regional business formation trend insights.
Track IMDb Cast and Genre Trends Over Time (2026 Guide)
Analyze cast popularity, genre shifts, and director output using IMDb data. Python pipeline with Thirdwatch's IMDb Scraper for entertainment trend research.
Track Craigslist Used Car Prices for Arbitrage (2026 Guide)
Scrape Craigslist used car listings across US metros. Track prices by make, model, and city. Find below-market deals with scheduled data pulls and alerts.
Track Brand Interest with Google Trends Data (2026 Guide)
Monitor brand search interest over time using Google Trends. Compare brands head-to-head with slope, peak dates, and related queries. Python API guide included.
Track Bollywood Box Office Trends Using BookMyShow Data
Analyze Bollywood movie performance using BookMyShow listings across Indian cities. Track release patterns, genre trends, language distribution, and cast reach.
Scrape Zomato Restaurants for India Food Research (2026)
Extract Zomato restaurant data across 20 Indian cities. Ratings, cuisines, cost for two, delivery times, and addresses. Python and API recipes included.
Scrape YouTube Transcripts for Content Research (2026 Guide)
Extract YouTube video transcripts and captions at scale using Thirdwatch's YouTube Transcripts Scraper. Full text, timestamps, multi-language. No API key.
Scrape Trip.com Hotel Prices for Travel Research (2026)
Extract structured hotel pricing data from Trip.com for travel research. Nightly rates, star class, ratings, amenities, and coordinates across global cities.
Scrape Square Yards Properties for India Real Estate (2026)
Extract structured property listings from Square Yards with coordinates, prices, furnishing, and developer names across 40+ Indian cities. Step-by-step guide.
Scrape Any Shopify Store for Product Research (2026 Guide)
Pull products, prices, variants, and inventory from any public Shopify store. No login or API key needed. Python code examples for DTC brand research.
Scrape Shopify Reviews for Product Research (2026 Guide)
Pull review counts and average ratings from any Shopify store. Auto-detects Judge.me, Yotpo, Loox, Stamped, Okendo, Reviews.io. Python recipes included.
Scrape SEC EDGAR Filings for Financial Research (2026 Guide)
Extract SEC EDGAR filings, 10-K/10-Q financials, and company data at scale using Thirdwatch's SEC EDGAR Scraper. Step-by-step research workflow inside.
Scrape MCA India Company Data for Due Diligence (2026 Guide)
Pull structured MCA company master data, directors, and capital for KYB due diligence workflows using Thirdwatch actor. CIN lookup to JSON in minutes.
Scrape LinkedIn Candidates for Recruiter Sourcing (2026)
Source LinkedIn candidates by role, skills, and location using Thirdwatch's LinkedIn Candidate Finder actor. No login required. Python and CRM recipes.
Scrape IMDb Movies and TV Ratings for Data Research (2026)
Extract IMDb movie and TV show data — ratings, votes, cast, genres, plot — using Thirdwatch's IMDb Scraper. Python recipes for analysts and developers.
Scrape IBBI Insolvency Cases for Credit Risk Analysis (2026)
Extract IBBI insolvency and bankruptcy case data for credit risk research. Corporate debtor records, CIRP timelines, IP details, and case status via API.
Scrape Google Trends Data for Keyword Research (2026 Guide)
Extract Google Trends interest data, slope, peak dates, and related queries for SEO keyword research. Python recipes included with scheduling automation.
Scrape Facebook Ad Library for Competitive Intel (2026)
Pull active Facebook and Instagram ads for any brand from Meta's Ad Library. Returns ad count, creative text, CTA buttons, platforms, and start dates.
Scrape Craigslist Listings for Market Research (2026 Guide)
Pull Craigslist jobs, housing, and car listings across any US city. Get title, price, location, and full description as structured JSON via the Apify API.
Scrape BookMyShow Movies and Events Data Across India 2026
Extract movies, concerts, comedy shows, and live events from BookMyShow across 600 Indian cities. Titles, cast, genres, prices, and venues as clean JSON.
Research Seasonal Demand Patterns with Google Trends Data
Identify seasonal demand patterns for e-commerce and marketing planning using Google Trends data. Timeseries analysis, peak detection, and inventory timing.
Monitor Zomato Ratings for Restaurant Chains (2026 Guide)
Track Zomato delivery and dining ratings across QSR chain outlets. Spot underperformers, benchmark competitors, and alert on rating drops. Python recipes.
Monitor Square Yards Listings for Real Estate Investments
Detect India real estate investment signals from Square Yards listing data. Track price momentum, inventory turnover, and developer activity by locality.
Monitor Shopify Store Pricing Changes Over Time in 2026
Track price changes, sales, and compare-at discounts across competitor Shopify stores. Automated scheduled runs with diff detection and alerting via Python.
Monitor Shopify Review Scores for DTC Brand Health 2026
Track review ratings and volume across Shopify stores over time. Detect rating drops, review velocity changes, and brand health signals automatically.
Monitor SEC EDGAR 10-K Filings for Competitive Analysis
Track competitor 10-K filings for revenue shifts, R&D spend changes, and risk factor disclosures. Automated pipeline with Thirdwatch SEC EDGAR Scraper.
Monitor IMDb Ratings for Entertainment Industry Analysis
Track IMDb rating changes over time for studios, distributors, and content buyers. Build a scheduled scraping pipeline with Thirdwatch's IMDb Scraper.
Monitor IBBI CIRP Cases for Legal Compliance and Alerts
Automate IBBI CIRP case monitoring for NBFC and bank compliance teams. Track claim deadlines, status alerts, and counterparty screening via structured API.
Monitor Trip.com Hotel Availability and Rates Across Cities
Track Trip.com hotel availability and rate changes across 20+ cities with scheduled scraping. Detect sellouts, rate spikes, and inventory shifts automatically.
Monitor Competitor Pricing With the Price Tracker (2026)
Track competitor product prices across Amazon and Shopify stores. Automated daily price monitoring with change detection alerts for founders and strategists.
Monitor Competitor Facebook Ad Campaigns Over Time (2026)
Track competitor Facebook and Instagram ad activity week over week. Detect new creative launches, retiring ads, and CTA shifts with structured Ad Library data.
Monitor BookMyShow Ticket Availability and Pricing (2026)
Track ticket prices, event sell-out signals, and new listings on BookMyShow across Indian cities. Automated alerts for price changes and fast-filling events.
Look Up MCA Company Directors for KYC Compliance (2026)
Extract Indian company directors with DIN and designation from MCA for KYC and UBO verification. Structured JSON via Thirdwatch MCA Scraper, no login needed.
Lookup Insolvency Professionals on IBBI Registry (2026)
Search IBBI's insolvency professional registry by name, registration number, or IPA. Verify IP status, track assignments, and build IP performance data.
Find YouTube Content Gaps from Transcript Analysis (2026)
Analyze YouTube video transcripts to find underserved topics and content gaps in any niche. Extract captions at scale and run keyword frequency analysis.
Find Shopify Product Gaps for Dropshipping (2026 Guide)
Analyze Shopify store catalogs to find product gaps, underserved niches, and pricing opportunities for dropshipping. Python pipeline with code included.
Find Shopify Product Complaints for Competitor Gap Analysis
Identify competitor weaknesses by analyzing Shopify review ratings. Spot low-rated products, weak review coverage, and sentiment gaps across DTC brands.
Find Passive Candidates on LinkedIn by Skill (2026 Guide)
Find passive LinkedIn candidates by exact skill match -- Python, Kubernetes, React, or any tech stack. No login needed. Structured results for recruiters.
Find Craigslist Jobs by City and Category (2026 Python)
Scrape Craigslist job listings across multiple US metros. Filter by category, keyword, and city. Get title, location, description, posting date. Python.
Extract YouTube Podcast Transcripts at Scale for Content
Pull full transcripts from YouTube podcasts and interviews for repurposing into blog posts, newsletters, and social content. Timestamps included. Python.
Extract SEC EDGAR Financials for Stock Screening (2026)
Build a programmable stock screener from SEC EDGAR financials. Filter by margins, growth, and R&D intensity using Thirdwatch SEC EDGAR Scraper. Python.
Build a Video Content Dataset from YouTube Captions (2026)
Build a searchable dataset of YouTube video content by extracting captions at scale. Full transcript text, timestamps, language metadata. Python recipes.
Build a Trend Monitoring Dashboard with Google Trends Data
Automate Google Trends data collection into a monitoring dashboard. Scheduled runs, slope-based alerts, and rising-query detection with a Python pipeline.
Build a Talent Pipeline from LinkedIn Candidate Data (2026)
Build a structured recruiter talent pipeline from LinkedIn profile data. Automate sourcing by role, seniority, and skills with Python and the Apify API.
Build a SEC Filing Database for Investment Analysis (Python)
Create a structured SEC filing database with 10-K and 10-Q financials for investment analysis. Python pipeline with Thirdwatch SEC EDGAR Scraper and pandas.
Build a Product Sentiment Database from Shopify Reviews
Collect review ratings across hundreds of Shopify stores and build a sentiment database for brand benchmarking, investor screening, and market analysis.
Build a Price Monitoring Dashboard for E-Commerce Products
Build an automated price monitoring dashboard with the Price Tracker API. Python pipeline with scheduled runs, historical storage, and change detection.
Build a Movie Recommendation Dataset With IMDb Data (2026)
Create a recommendation engine training dataset from IMDb with ratings, genres, cast, and plot summaries. Full Python pipeline using Thirdwatch IMDb Scraper.
Build an India Restaurant Database with Zomato Data (2026)
Build a structured India restaurant database from Zomato across 20 cities. Cuisine tags, cost bands, ratings, and delivery data with a Python pipeline.
Build an India Property Price Database From Square Yards
Build a normalized India property price database using Thirdwatch's Square Yards Scraper. Schema design, dedup logic, and incremental refresh recipes.
Build an India Entertainment Database with BookMyShow Data
Create a structured database of movies, concerts, comedy shows, and events across India using BookMyShow data. Scheduled scraping, dedup, and enrichment.
Build an India Company Registry Database From MCA in 2026
Extract structured MCA company master data at scale with Thirdwatch. Build a searchable Indian company registry database with directors, capital, and status.
Build an India Bankruptcy Database From IBBI Registry Data
Build a structured India insolvency and bankruptcy database from IBBI registry data. Complete Python recipes for ingestion, dedup, schema design, and sync.
Build a Hotel Price Comparison Database With Trip.com Data
Build a queryable hotel price comparison database using Trip.com / Ctrip data. Structured nightly rates, star class, ratings, and coordinates for 20+ cities.
Build a Craigslist Rental and Housing Price Monitor (2026)
Track Craigslist rental and housing prices across US metros. Build a price monitoring pipeline with scheduled scrapes, alerts, and trend analysis in Python.
Build a Competitor Product Database from Shopify Stores
Create a structured competitor product catalog from Shopify stores with pricing, variants, and sale data. Python pipeline with scheduled weekly refresh.
Build an Ad Creative Database With Facebook Ads in 2026
Build a structured swipe file of Facebook and Instagram ad creatives from Meta's Ad Library. Extract ad text, CTAs, platforms, and launch dates at scale.
Automate Price Drop Alerts for Any E-Commerce Product (2026)
Set up automated price drop alerts for Amazon, Shopify, and any e-commerce product. Python pipeline with Slack and email notifications on price changes.
Track Tata CLiQ vs Amazon India Premium Prices (2026)
Build a premium India price tracker by combining Thirdwatch's Tata CLiQ Scraper with Amazon India data. Cross-marketplace diff and Slack alerting recipe inside.
Track Snapdeal Pricing for Value Retail Research (2026)
Benchmark India value-segment prices with Thirdwatch's Snapdeal Scraper — price, MRP, discount, rating, reviews. Daily snapshots for ops and growth teams.
Track Nykaa Beauty Brand Pricing for Competitive Brand Recon
Monitor brand-level Nykaa pricing — MRP, discount depth, share-of-shelf, and MAP compliance. Daily snapshots and Slack alerts for growth and ops teams.
Track Myntra vs AJIO and Nykaa Prices in Real Time (2026)
Build a cross-marketplace India fashion price tracker with Thirdwatch's Myntra, AJIO and Nykaa scrapers. Diff alerts, fuzzy SKU match, Python recipes inside.
Track Meesho Reseller Pricing Trends in India (2026 Guide)
Track Meesho reseller margins, MRP inflation, and category price floors with Thirdwatch. Python recipes for daily India social-commerce pricing analytics.
Track LinkedIn Post Engagement for B2B Influencer Research
Score B2B influencers using real LinkedIn post engagement — reactions, comments, and edit history. Python workflow with Thirdwatch's LinkedIn Post Scraper.
Track FirstCry Pricing on Baby and Kids Products (2026)
Track FirstCry prices across diapers, feeding, baby care and kids categories with Thirdwatch. Daily price benchmarks, MRP drift detection, Slack alerts.
Track Etsy Seller Pricing and Sale Trends at Scale (2026)
Benchmark Etsy pricing across shops, categories, and sort orders with Thirdwatch's Etsy Scraper. Build seller pricing baselines and sale-trend dashboards.
Track AJIO vs Myntra India Fashion Pricing (2026 Guide)
Build an AJIO-vs-Myntra India fashion-pricing tracker with Thirdwatch — daily MRP, discount and brand-level deltas, Python recipes, and SKU matching tips.
Scrape Tata CLiQ Luxury and Premium Products (2026 Guide)
Extract Tata CLiQ luxury and premium catalogue data with Thirdwatch's Tata CLiQ Scraper — structured fields for research, ops, and premium pricing workflows.
Scrape Snapdeal Products for India Budget E-commerce (2026)
Pull Snapdeal product search and category results with Thirdwatch — name, price, MRP, discount, rating, URL. Bharat value segment, Tier 2/3 catalog research.
Scrape Nykaa Products for Indian Beauty Market Research Data
Pull Nykaa product search and category pages with Thirdwatch — product name, brand, price, MRP, discount, rating, reviews. Python recipes for analysts.
Scrape Myntra Products for India Fashion Research (2026)
Pull the Myntra catalogue using Thirdwatch — brand, price, MRP, discount, rating, sizes, colour variants. India's largest fashion marketplace. Python recipes.
Scrape Meesho Products for India Social Commerce (2026)
Pull Meesho catalog data with Thirdwatch — product name, price, MRP, discount, rating, review count, image, URL. India Tier 2/3 coverage. Python recipes.
Scrape LinkedIn Posts Without Login — Complete 2026 Guide
Pull public LinkedIn post data — text, author, reactions, comments, media — without logging in. Python recipes using Thirdwatch's LinkedIn Post Scraper.
Scrape FirstCry Products for India Baby Care Research 2026
Pull FirstCry baby and kids products using Thirdwatch — name, brand, price, MRP, discount, rating count, image, URL. Pay per product. Python recipes.
Scrape Etsy Products for Handmade Market Research (2026)
Pull Etsy listings with shop, price, rating, image, and URL using Thirdwatch's Etsy Scraper for handmade and vintage market research at scale in 2026.
Scrape AJIO Products for India Fashion Pricing (2026 Guide)
Pull AJIO products with Thirdwatch — name, brand, price, MRP, discount, category, image. Reliance-owned India fashion catalog at scale, with Python recipes.
Monitor Tata CLiQ Brand Catalogue Changes Daily (2026)
Track new SKU launches, brand drops, and catalogue churn on Tata CLiQ with Thirdwatch's Tata CLiQ Scraper. Daily diff pipeline, Python recipe, and Slack alerts.
Monitor Snapdeal vs Flipkart India Pricing for the Same SKUs
Run side-by-side price diffs across Snapdeal and Flipkart with Thirdwatch — daily snapshots, INR normalisation, fuzzy SKU matching, cross-marketplace deltas.
Monitor Nykaa Bestsellers and New India Beauty Brand Drops
Track Nykaa bestseller movement, newest-arrivals feeds, and new brand indexing — find rising SKUs and emerging Indian beauty brands before they hit press.
Monitor Myntra Deals and Discounts at Scale (2026)
Track Myntra End-of-Reason-Sale, Big Fashion Days and steady-state discounts with Thirdwatch. Real-deal alerts, sale-window analytics, Python recipes inside.
Monitor Meesho vs Flipkart India Pricing for D2C (2026)
Side-by-side Meesho vs Flipkart price monitoring with Thirdwatch — match SKUs, compute price gaps, surface arbitrage and MAP violations. Python recipes.
Monitor FirstCry Deals and Bestsellers: 2026 India Playbook
Track FirstCry deals, discounts and bestsellers across baby and kids categories with Thirdwatch. Discount-velocity alerts, flash deals, bestseller rankings.
Monitor Etsy Competitor Listings and Shops at Scale (2026)
Track competitor Etsy shops, new listings, pricing changes, and top-N category share at scale with Thirdwatch's Etsy Scraper, built for ops and growth teams.
Monitor Competitor LinkedIn Content at Scale — 2026 Guide
Track what competitor brand pages and execs publish on LinkedIn — text, reactions, comments, edits, and media — with Thirdwatch's LinkedIn Post Scraper.
Monitor AJIO Brand Catalog Changes Daily for Indian Fashion
Track AJIO new launches, out-of-stock SKUs, MRP edits and brand drops at scale with Thirdwatch. Python recipes for daily diffs and Slack alerts to ops.
Find Trending Etsy Niches for Dropshipping Sellers (2026)
Use Thirdwatch's Etsy Scraper plus trending mode to discover hot handmade and print-on-demand niches for new Etsy, Shopify, and dropshipping sellers in 2026.
Find Snapdeal Bestsellers by Category for Value Sourcing
Surface Snapdeal's category bestsellers with Thirdwatch — rating, review count, discount, popularity sort. For ops and founders sourcing budget SKUs.
Find Meesho Trending Products for India Dropshipping (2026)
Discover trending Meesho SKUs for India dropshipping — popularity sort, newest arrivals, discount depth, rating velocity. Python recipes with Thirdwatch.
Build a LinkedIn Thought-Leadership Dataset for AI Research
Assemble a clean B2B LinkedIn post corpus for AI fine-tuning, qualitative research, or content analysis — schema, sampling, and ethics. Thirdwatch's actor.
Build India Premium E-commerce Research on Tata CLiQ (2026)
Build an India premium e-commerce intelligence pipeline using Thirdwatch's Tata CLiQ Scraper. Brand-level, category-level, and premium-tier segment recipes.
Build an India Fashion Trend Pipeline with Myntra (2026)
Turn the Myntra catalogue into a longitudinal India fashion-trend dataset — colour, silhouette, brand and price-band signals. Python pipeline recipes.
Build an India Beauty Trend Pipeline With Nykaa Scraper Data
Operational blueprint for an India beauty trend pipeline — Nykaa SKU data, ingredient tagging, growth scoring, and influencer collab shortlists for marketers.
Build an India Baby-Care Market Database With FirstCry Data
Build an India baby-care market intelligence database using Thirdwatch's FirstCry Scraper. Postgres schema, daily ETL ingest, dashboards and SQL rollups.
Build a Continuous AJIO Product Research Pipeline (2026)
Architect a continuous AJIO product research pipeline with Thirdwatch — daily snapshots, Postgres or Snowflake warehouse, dbt models, and BI dashboards.
Verify Indian GST Numbers at Scale (2026 Guide)
Verify Indian GSTIN numbers at scale using Thirdwatch. Bulk supplier compliance + KYB workflows + India vendor due diligence recipes.
Track UK Tech Hiring with Reed (2026)
Track UK tech hiring trends via Reed.co.uk using Thirdwatch. Per-stack per-region tech demand + recipes for UK recruiting.
Track the UK Housing Market with Rightmove (2026)
Monitor UK housing prices + supply via Rightmove using Thirdwatch. Per-postcode tracking + regional benchmarks + recipes.
Track Trustpilot Rating Changes Over Time (2026)
Monitor Trustpilot brand rating drift using Thirdwatch. Weekly snapshot + 4-week rolling delta + Slack alerts on negative rating drift.
Track Startup Hiring Velocity on Wellfound (2026)
Detect startup-scaling signals via Wellfound using Thirdwatch. Daily snapshots + funding-cohort velocity tracking + alerts.
Track Reddit Discourse on Product Launches (2026)
Monitor Reddit product-launch discussions with incremental post alerts, embedded comments, and reproducible launch-research workflows.
Track Product Hunt Vote Velocity for Launch Detection (2026)
Detect breakout SaaS launches via Product Hunt vote velocity using Thirdwatch. Real-time leaderboard tracking + recipes.
How to Monitor Pinterest Boards for New Pins and Engagement
Monitor public Pinterest boards for new pins, saves, reactions, repins, comments, and shares with a scheduled Apify workflow.
Track Noon vs Amazon UAE Pricing (2026)
Compare Noon + Amazon.ae pricing using Thirdwatch. UAE ecommerce dedup + arbitrage signals + cross-platform recipes.
Track Noon Food Ramadan Promotions in UAE + Saudi (2026)
Capture Noon Food Ramadan + Iftar promotions in UAE and Saudi using Thirdwatch. 6-hourly snapshots + Iftar/Suhoor windows + recipes.
Track NoBroker vs MagicBricks India Rentals (2026)
Compare NoBroker (owner-only) + MagicBricks (broker-mix) India rentals using Thirdwatch. Cross-platform dedup + recipes.
Track India Real Estate Prices with MagicBricks (2026)
Monitor India per-locality property pricing on MagicBricks using Thirdwatch. Quarterly snapshots + price-per-sqft trends + recipes.
Monitor New Employees at Target Accounts Without Fake Headcount Math
Build a scheduled LinkedIn employee monitor that returns confirmed newly visible profiles while avoiding false departure and headcount claims.
Track G2 Rating Changes for SaaS Companies (2026)
Detect G2 rating drift for SaaS companies using Thirdwatch. Weekly snapshots + alert thresholds + competitive intelligence recipes.
Track Freelance Rate Trends on Upwork (2026)
Monitor Upwork freelance hourly rates using Thirdwatch. Per-skill trend tracking + rate-band benchmarks + recipes.
Track CommonFloor Rental Yield Trends in India (2026)
Track CommonFloor rental-yield trends across India metros using Thirdwatch. Per-locality yield curves + recipes for India PE.
Track Booking.com Pricing for Hotel Revenue (2026)
Monitor competitor hotel pricing on Booking.com using Thirdwatch. Daily snapshots + booking-window analysis + revenue-management recipes.
Track AliExpress Price Changes for Arbitrage Research (2026)
Create a scheduled AliExpress price monitor that emits only new and repriced products, then combine it with verified landed costs and target-market prices.
Scrape ZipRecruiter Jobs for Aggregator (2026)
Pull ZipRecruiter US jobs using Thirdwatch. Hourly + blue-collar coverage + recipes for jobs aggregator builders.
Scrape Yelp Businesses for Restaurant Research (2026)
Pull Yelp restaurant + service-business data using Thirdwatch. Cuisine + rating + reviews + photos + recipes for hospitality teams.
Scrape Upwork Freelance Jobs (2026 Guide)
Pull Upwork freelance jobs using Thirdwatch. Project budget + skills + client metrics + recipes for freelancer + agency platforms.
Scrape Trustpilot Reviews for Brand Monitoring (2026)
Pull Trustpilot reviews + ratings using Thirdwatch. Daily snapshot + sentiment + Slack alerts on rating drift.
Scrape TripAdvisor Hotels and Attractions (2026)
Pull TripAdvisor hotels + attractions + restaurants using Thirdwatch. Reviews + ratings + photos + recipes for travel research.
Scrape Swiggy Restaurants for India Research (2026)
Pull Swiggy India restaurants + menus using Thirdwatch. City coverage + cuisine research + recipes for India hospitality teams.
Scrape Startup Jobs with Wellfound (2026 Guide)
Pull startup jobs from Wellfound (formerly AngelList Talent) using Thirdwatch. YC/tier-1 startups + funding signals + recipes.
Scrape Rightmove UK Property Listings (2026)
Pull Rightmove UK property listings using Thirdwatch. Buy + rent + commercial coverage + recipes for UK real estate teams.
Scrape Reed Jobs for UK Recruiter Pipeline (2026)
Pull Reed UK jobs using Thirdwatch. Structured Next.js data + UK-specific filters + recipes for recruiter platforms.
Scrape Reddit for Community Research (2026 Guide)
Pull Reddit posts and comments using Thirdwatch. Build subreddit watchlists, research workflows, and new-post monitors.
Scrape Product Hunt Launches for Trend Research (2026)
Pull Product Hunt launches + votes using Thirdwatch. Daily launch tracking + emerging-tool detection + recipes for VCs and content teams.
How to Scrape Pinterest Product Pins for Ecommerce Research
Extract Pinterest product pins, destination domains, images, prices, creators, boards, and public engagement for ecommerce research.
Scrape Noon Products for MENA Ecommerce (2026)
Pull Noon UAE + Saudi products using Thirdwatch. Pricing + ratings + categories + recipes for MENA ecommerce research.
Scrape Noon Food Restaurants for UAE Research (2026)
Pull Noon Food UAE restaurants using Thirdwatch. Zone-based coverage + cuisine research + recipes for hospitality teams.
Scrape NoBroker Rentals Without Broker Fees (2026)
Pull NoBroker India rental listings using Thirdwatch. Owner-listed only + Tier 1 metros + recipes for rental-research teams.
Scrape MagicBricks for India Property Research (2026)
Pull MagicBricks India property listings using Thirdwatch. Buy + rent + commercial coverage + city-level recipes for India real estate.
Map a Company's Public LinkedIn Team Without Login
Turn company names or LinkedIn company URLs into structured public employee records for account research, recruiting, and team mapping.
Scrape G2 Reviews for B2B SaaS Research (2026)
Pull G2 reviews + ratings + comparison data using Thirdwatch. Category mapping + competitor positioning + recipes for SaaS teams.
Scrape Deliveroo Restaurants for UK Market (2026)
Pull Deliveroo restaurants + menus using Thirdwatch. UK + UAE + EU coverage + price monitoring + recipes for hospitality teams.
Scrape Commonfloor for Bangalore Real Estate (2026)
Pull Commonfloor Bangalore + India property listings using Thirdwatch. Apartment + community data + recipes for India proptech.
Scrape Capterra Reviews for SMB SaaS Research (2026)
Pull Capterra reviews + ratings + pricing using Thirdwatch. SMB SaaS coverage + Gartner network + recipes for research teams.
Scrape Booking.com Hotel Data for Travel Research (2026)
Pull Booking.com hotel listings + pricing + ratings using Thirdwatch. Cross-city + availability + revenue-research recipes.
Scrape AliExpress for Dropshipping Product Research (2026)
Find AliExpress products with structured prices, ratings, order counts, discounts, and links—then build a defensible dropshipping research shortlist.
Scrape 99acres India Real Estate Listings (2026)
Pull 99acres India property listings using Thirdwatch. Buy + rent + commercial + new launches + recipes for India proptech.
Monitor Yelp Reviews for Restaurant Reputation (2026)
Track Yelp restaurant rating drift using Thirdwatch. Daily snapshots + sentiment shift + Slack alerts on review-bombing.
Monitor TripAdvisor Rating Drift for Hotels (2026)
Track TripAdvisor hotel rating + rank drift using Thirdwatch. Weekly snapshots + per-city rank deltas + alerts.
Monitor Swiggy vs Zomato India Pricing (2026)
Compare Swiggy + Zomato India menu pricing using Thirdwatch. Cross-platform dedup + recipes for India hospitality research.
Monitor Subreddits for B2B Buyer Signals (2026)
Detect B2B buyer-intent signals on Reddit using Thirdwatch. Vendor-evaluation language detection + cross-subreddit monitoring.
Monitor Noon Food vs Talabat in UAE (2026)
Compare Noon Food + Talabat across UAE zones using Thirdwatch. Cross-platform restaurant matching + recipes for MENA research.
Monitor GST Status Changes for Vendor Due Diligence (2026)
Detect India GST status changes for vendor due-diligence using Thirdwatch. Cross-snapshot tracking + recipes for procurement.
Monitor Deliveroo Pricing Across UK Cities (2026)
Track Deliveroo menu pricing across UK cities with Thirdwatch. Daily price drift + chain analysis + recipes for hospitality teams.
Monitor CommonFloor New Launches in India (2026)
Detect CommonFloor new-launch developments using Thirdwatch. Per-builder per-locality launches + recipes for India PE.
Monitor Capterra Pricing Pages at Scale (2026)
Track SaaS pricing-page changes via Capterra using Thirdwatch. Weekly snapshots + plan diffs + competitive intelligence recipes.
Monitor 99acres Rental Trends by Indian City (2026)
Track 99acres rental trends across India tier-1 metros using Thirdwatch. Per-city per-locality rental velocity + recipes.
Find YC and Tier-1 Startup Roles on Wellfound (2026)
Surface Y Combinator + tier-1 startup jobs on Wellfound using Thirdwatch. Filter by funding stage + investor network + salary.
Find Upwork Clients for Agency Prospecting (2026)
Surface high-budget Upwork clients for B2B agency prospecting using Thirdwatch. Filter by spend tier + project budget + verified payment.
Find SaaS Tools by Category on Capterra (2026)
Discover SaaS tools per category on Capterra using Thirdwatch. 800+ verticals + per-category top-tier filters + recipes.
Find Noon Deals and Discounts at Scale (2026)
Surface Noon UAE + Saudi deals in real-time using Thirdwatch. Yellow Friday + Ramadan + flash-sale recipes for affiliate sites.
Find Hourly and Blue-Collar Jobs on ZipRecruiter (2026)
Pull hourly + blue-collar US jobs from ZipRecruiter using Thirdwatch. Trade + retail + healthcare + recipes for non-tech recruiters.
Find Emerging SaaS Tools via Product Hunt (2026)
Discover emerging SaaS tools from Product Hunt using Thirdwatch. Category-segmented launches + recipes for SaaS investors.
Research China-Sourced Products with AliExpress Data (2026)
Use AliExpress product search data to shortlist China-sourced product opportunities before manually validating sellers, shipping, variants, and terms.
Build a ZipRecruiter Salary Database for Mid-Market (2026)
Build US mid-market salary benchmarks from ZipRecruiter using Thirdwatch. Per-role per-metro per-tier salary medians + recipes.
Build a Pinterest Visual Trend Monitoring Pipeline
Build a reproducible Pinterest trend pipeline with attributed search results, incremental new-pin monitoring, images, and public engagement data.
Build US Local Services Directory from Yelp (2026)
Build a US local-services directory using Thirdwatch's Yelp Scraper. Category × city batches + reviews + recipes for directory builders.
Build a UK Rental Yield Database from Rightmove (2026)
Build UK rental-yield database from Rightmove using Thirdwatch. Per-postcode yield curves + recipes for UK BTL investors.
Build a UK Jobs Aggregator from Reed (2026)
Build a UK jobs aggregator product from Reed.co.uk using Thirdwatch. Multi-source UK pipeline + recipes for job-board builders.
Build UAE Food Delivery Research with Deliveroo (2026)
Build UAE food-delivery competitive research with Deliveroo using Thirdwatch. Address-based zones + cross-platform recipes.
Build Travel Research Database with TripAdvisor (2026)
Build a travel content database from TripAdvisor using Thirdwatch. Hotels + attractions + restaurants + recipes for travel publishers.
Build a Rental Market Database from MagicBricks (2026)
Build India rental-market database from MagicBricks using Thirdwatch. Per-locality rent benchmarks + yield curves + recipes.
Build an India Supplier Compliance Pipeline (2026)
Validate India suppliers' GST + compliance status using Thirdwatch. Bulk-verification + ongoing monitoring + recipes for procurement.
Build India Rental Market Coverage with NoBroker (2026)
Build owner-direct India rental coverage from NoBroker using Thirdwatch. Verified-owner listings + recipes for India proptech.
Build an India Property Research Pipeline with 99acres (2026)
Build a production India property-research pipeline from 99acres using Thirdwatch. Multi-city + per-locality + recipes.
Build India Food Delivery Coverage with Swiggy (2026)
Build comprehensive India food-delivery coverage from Swiggy using Thirdwatch. 100-city expansion + tier-2/3 pipelines + recipes.
Build Hotel Availability Monitoring with Booking.com (2026)
Monitor real-time hotel availability + occupancy via Booking.com using Thirdwatch. Per-property per-date snapshots + recipes.
Build G2 vs Competitor Comparison Pages (2026)
Build SEO-driven 'X vs Y' comparison pages from G2 using Thirdwatch. Per-feature side-by-sides + recipes for SaaS content teams.
Build a Consumer Brand Reputation Dashboard with Trustpilot (2026)
Build a multi-brand reputation dashboard from Trustpilot using Thirdwatch. Cross-brand benchmarking + alert thresholds + recipes.
Build an ABM Buying-Committee List from Public LinkedIn Profiles
Find likely decision-makers at named accounts, qualify them by role, and export a reviewable ABM contact list without LinkedIn cookies.
Verify Indian Suppliers' GST and MOQ at Scale (2026 Guide)
Verify GST registration and MOQ compatibility across Indian suppliers using Thirdwatch's IndiaMart Scraper. Compliance and onboarding recipes.
Track YouTube Channel Growth and Views at Scale (2026)
Build a daily YouTube creator-growth tracker using Thirdwatch's YouTube Scraper. Channel velocity + view trajectory + Slack alerting.
Track US Tech Hiring with Indeed Data (2026 Guide)
Build a US tech hiring trend dashboard using Thirdwatch's Indeed Scraper. Posting velocity, salary inflation, skill demand recipes inside.
Track the US Job Market with Monster Data (2026)
Quantify US labour-market signals using Thirdwatch's Monster Scraper. Posting velocity, salary inflation, and metro hiring heat.
Track TikTok Trending Content by Hashtag (2026)
Detect viral TikTok content using Thirdwatch's TikTok Scraper. Hashtag-feed monitoring + views-per-hour velocity + Slack alert recipes.
Track Startup Hiring Velocity with Career Site Data (2026)
Detect which startups are hiring fastest using Thirdwatch's Career Site Scraper. Hiring-velocity signal as a buying or investment lead.
Track Startup Hiring in India via CutShort (2026)
Detect Indian startup hiring spikes by funding stage using Thirdwatch's CutShort Scraper. Velocity tracking and Slack alerting recipes.
Track Remote Hiring Trends by Tech Stack with RemoteOK (2026)
Analyse remote hiring demand by language and framework using Thirdwatch's RemoteOK Scraper. Tag-frequency trends + salary band recipes.
Track Mid-Market US Hiring via SimplyHired (2026 Guide)
Detect mid-market US hiring intent using Thirdwatch's SimplyHired Scraper. Industry-segmented velocity + posting-volume signals.
Track LinkedIn Hiring Velocity by Company (2026)
Detect company hiring spikes using Thirdwatch's LinkedIn Jobs Scraper. Daily snapshot per-company role counts + velocity alerts inside.
Track Keyword Rankings on Google Search at Scale (2026)
Build a daily keyword-rank tracker using Thirdwatch's Google Search Scraper. Multi-country SERP monitoring + position-change alerts.
Track Job Posting Velocity on Google Jobs (2026)
Detect aggregate hiring spikes via Google Jobs using Thirdwatch. Cross-source posting velocity + role-category trend signals.
Track IT Services Attrition from AmbitionBox Reviews (2026)
Detect attrition signals at Indian IT services firms using Thirdwatch's AmbitionBox Scraper. Review velocity, sentiment-shift, and category drops.
Track Influencer Follower Growth on Instagram (2026)
Build a daily Instagram influencer growth tracker using Thirdwatch's Instagram Scraper. Follower-velocity ranking + audience-fraud detection.
Track Industry News with Google News at Scale (2026)
Build a multi-keyword industry news tracker using Thirdwatch's Google News Scraper. Topic clustering + freshness filters + Slack alerts.
Track India IT Services Hiring on Naukri (2026 Guide)
Monitor new TCS, Infosys, Wipro and other IT-services jobs on Naukri. Persistent deduplication, hiring-velocity analysis and Python recipes.
Track India-China Trade Flows with UN Comtrade Data (2026)
Pull bilateral India-China trade by HS code with Thirdwatch's UN Comtrade Scraper. Python recipes, real outputs, year-over-year trends.
Track Glassdoor Rating Changes Over Time (2026)
Monitor Glassdoor company-rating drift using Thirdwatch. Weekly snapshots + delta detection + Slack alerts on rating drops.
Track Flipkart vs Amazon India Prices in Real Time (2026)
Build a cross-marketplace India e-commerce tracker using Thirdwatch's Flipkart + Amazon scrapers. Diff alerts and arbitrage recipes inside.
Track Brand Mentions on Twitter/X at Scale (2026)
Monitor brand mentions and competitor activity using Thirdwatch's Twitter Scraper. Engagement-velocity ranking + Slack alert recipes inside.
Track Amazon Bestseller-Oriented Search Results (2026)
Monitor Amazon's bestseller-sorted keyword results using product position, monthly-bought signals, ratings, reviews, and incremental changes.
Scrape YouTube Search and Channel Data at Scale (2026)
Pull YouTube videos, channels, playlists using Thirdwatch — no API key. Views, durations, channel info, Shorts flag. Python recipes inside.
Scrape Twitter/X Profiles Without API at Scale (2026)
Pull public tweets from any X handle using Thirdwatch — no login, no API key. Likes, retweets, replies, media. Python recipes inside.
Scrape TikTok Profiles and Videos at Scale (2026)
Pull TikTok videos + creator profiles using Thirdwatch — no login. Views, likes, hashtags, music, follower counts. Python recipes inside.
Scrape Talabat Restaurant Menus for Price Monitoring (2026)
Track menu prices across 9 MENA countries with Thirdwatch's Talabat Scraper. Python and no-code examples with real output.
Scrape SimplyHired Jobs for an Aggregator (2026 Guide)
Pull US SimplyHired job listings with Thirdwatch's SimplyHired Scraper. Salary, descriptions, dedupe and Postgres ingestion recipes.
Scrape Remote Jobs with the RemoteOK API at Scale (2026)
Pull remote-only job listings with Thirdwatch's RemoteOK Scraper. Salary, tags, location filters. Python and aggregator recipes.
Scrape Naukri Jobs for India Recruiting at Scale (2026)
Pull India's #1 job-portal listings using Thirdwatch's Naukri Scraper. Salary, skills, full descriptions across 20+ cities. Python recipes inside.
Scrape Monster Jobs for a Recruiter Pipeline (2026)
Pull US Monster.com job listings with Thirdwatch's Monster Scraper. Salary, descriptions, location filters. Python and CRM recipes.
Scrape LinkedIn Profiles Without Login at Scale (2026)
Pull public LinkedIn profile data using Thirdwatch — no login, no cookies. Names, titles, education, articles. Python and CRM recipes.
Scrape LinkedIn Jobs Without Login at Scale (2026 Guide)
Pull public LinkedIn job listings with Thirdwatch — no login required. Salary, skills, descriptions returned. Python and CRM recipes inside.
Scrape Lever Jobs for a Recruiter Sourcing Pipeline (2026)
Stream live Lever job postings into your sourcing tools with Thirdwatch's Career Site Scraper. Python recipes, dedupe, and webhook setup.
Scrape JustDial for Local Business Leads in India (2026)
Pull verified Indian SMB leads with Thirdwatch's JustDial Scraper. Phone, address, rating across 1000+ cities. Python + CRM recipes.
Scrape Instagram Profiles and Posts at Scale (2026)
Pull Instagram public posts, profiles, follower counts using Thirdwatch — no login. Likes, comments, hashtags, video URLs. Python recipes inside.
Scrape Indeed Jobs for a Recruiter Pipeline (2026 Guide)
Pull Indeed job listings across 60+ countries using Thirdwatch's Indeed Scraper. Salary, benefits, descriptions returned. Python and CRM recipes.
Scrape Greenhouse Jobs for ATS Enrichment (2026 Guide)
Pull live Greenhouse job listings into your ATS or CRM with Thirdwatch's Career Site Scraper. Python, no-code, and webhook recipes.
Scrape Google Search Results at Scale (2026 Guide)
Pull Google SERPs with Thirdwatch's Google Search Scraper. Web/news/images/videos/shopping. Country + language + time filters. Python recipes inside.
Scrape Google News for Brand Monitoring at Scale (2026)
Pull Google News articles using Thirdwatch's Google News Scraper. Multi-language brand-mention tracking, time-range filters, alerting recipes.
Scrape Google Maps Businesses for Lead Generation (2026)
Pull verified local businesses with phone, website, rating using Thirdwatch's Google Maps Scraper. Python and HubSpot CRM recipes inside.
Scrape Google Jobs Aggregated Listings (2026 Guide)
Pull aggregated listings from 20+ job boards via Google Jobs using Thirdwatch. Direct apply URLs from Indeed, LinkedIn, Glassdoor in one call.
Scrape Glassdoor Salaries for Compensation Benchmarking (2026)
Pull Glassdoor salary data + company ratings using Thirdwatch's Glassdoor Scraper. Pay-band research and offer-calibration recipes inside.
Scrape Flipkart Products for India E-commerce Research (2026)
Pull Flipkart products using Thirdwatch — title, price, original price, discount, rating, seller. India's largest marketplace. Python recipes.
Scrape CutShort Tech Jobs in India for Startup Hiring (2026)
Pull curated India tech jobs with Thirdwatch's CutShort Scraper. Salary, skills, funding stage. Python and aggregator recipes.
Scrape Business Phone and Website from Google Maps (2026)
Pull business phone, website, address, hours from Google Maps using Thirdwatch. Lead-gen pipelines + Postgres recipes.
Scrape AmbitionBox for Recruitment Intelligence in India (2026)
Build candidate-targeting and competitive-recruitment intelligence using Thirdwatch's AmbitionBox Scraper. Pay-gap and culture-gap recipes.
Scrape Amazon Products for Price Monitoring (2026 Guide)
Track Amazon search-result prices across 19 marketplaces with numeric fields, correct list-price parsing, and incremental change output.
Research YouTube Keyword Competition (2026 Guide)
Analyze YouTube keyword competition using Thirdwatch. Top-10 video views + creator dominance + view-velocity opportunity scoring.
Research TikTok Creator Engagement (2026 Guide)
Analyze TikTok creator engagement using Thirdwatch. Per-creator engagement rates + tier benchmarks + influencer-fit recipes.
Research Tariff Impact with Bilateral Trade Data (2026)
Quantify before/after tariff effects using Thirdwatch's UN Comtrade Scraper. Substitution flow detection and category-level impact recipes.
Research Instagram Hashtag Performance (2026 Guide)
Analyze Instagram hashtag performance using Thirdwatch. Post volume, top creators, engagement rates, hashtag-cluster discovery.
Research Competitor Content with Google Search (2026)
Map competitor content footprint via Google Search using Thirdwatch. Site: queries + topic-cluster mapping + content-gap analysis.
Research Company Reviews on Glassdoor at Scale (2026)
Pull Glassdoor company reviews + ratings using Thirdwatch's Glassdoor Scraper. Pros/cons aggregation and culture-monitoring recipes inside.
Research Company Culture in India with AmbitionBox Reviews (2026)
Pull employee-rated culture signals across Indian companies with Thirdwatch's AmbitionBox Scraper. Category-rating analysis recipes.
Monster vs Indeed vs ZipRecruiter — US Job Data Coverage Compared (2026)
Side-by-side comparison of US job board coverage, salary fill-rate, and cost across Monster, Indeed, and ZipRecruiter scrapers from Thirdwatch.
Monitor Wholesale Prices in India with IndiaMart at Scale (2026)
Track wholesale category prices across Indian suppliers with Thirdwatch's IndiaMart Scraper. Time-series ingestion + alert recipes.
Monitor Talabat Promotions and Discounts at Scale (2026)
Detect every menu discount across 9 MENA countries with Thirdwatch's Talabat Scraper. old_price diff + alerting recipes.
Monitor JustDial Reviews for Reputation Management (2026)
Track Indian SMB ratings and review counts with Thirdwatch's JustDial Scraper. Multi-location reputation monitoring + Slack alerts.
Monitor Influencer Tweets at Scale (2026 Guide)
Track 500+ influencer Twitter/X accounts using Thirdwatch. Watchlist + engagement velocity + keyword alerts via Slack.
Monitor Flipkart Deals and Discounts (2026 Guide)
Track Flipkart Big Billion Day and Big Saving Days discounts using Thirdwatch. Discount-velocity alerts + Postgres recipes.
Monitor Competitor Press Coverage with Google News (2026)
Track competitor press using Thirdwatch's Google News scraper. Daily snapshots + sentiment + Slack alerts on coverage spikes.
Monitor Competitor Hiring on Indeed (2026 Guide)
Track competitor job postings on Indeed using Thirdwatch. Daily snapshot + delta detection + Slack alerts on hiring spikes.
Monitor Brand TikTok Presence (2026 Guide)
Track brand TikTok engagement using Thirdwatch. Owned-account + UGC mention monitoring + competitor benchmarking + Slack alerts.
Monitor Brand Instagram Engagement (2026 Guide)
Track brand Instagram engagement using Thirdwatch. Daily snapshot + engagement-rate KPI + competitor benchmarking + Slack alerts.
Monitor Amazon Competitor Prices and Ratings (2026)
Create an incremental Amazon search monitor for price, rating, and review-count changes, with ready-to-alert deltas.
The Complete Guide to Scraping Social Media (2026)
Pick the right Thirdwatch scraper for any social-media use case — Twitter, Instagram, TikTok, YouTube, Reddit, Pinterest. Decision tree + cross-platform recipes.
The Complete Guide to Scraping Reviews & Ratings (2026)
Pick the right Thirdwatch scraper for any reviews use case — Trustpilot, G2, Capterra, AmbitionBox, Glassdoor, Shopify Reviews. Decision tree + cross-source recipes.
The Complete Guide to Scraping Job Boards (2026)
Pick the right Thirdwatch scraper for any jobs use case — LinkedIn, Indeed, Glassdoor, Naukri, Monster, Career Sites and 10 more. Decision tree + cross-source recipes.
The Complete Guide to Scraping Food Delivery (2026)
Pick the right Thirdwatch scraper for any food-delivery use case — Talabat, Deliveroo, Noon Food, Swiggy. Decision tree + cross-platform recipes.
The Complete Guide to Scraping E-commerce Marketplaces (2026)
Pick the right Thirdwatch scraper for any ecommerce use case — Amazon, Flipkart, AliExpress, Noon, Shopify. Decision tree + cross-marketplace recipes.
The Complete Guide to Scraping Business Data (2026)
Pick the right Thirdwatch scraper for any local-business or B2B data use case — Google Maps, JustDial, IndiaMart, Yelp. Decision tree + lead-gen recipes.
Find Restaurants by Cuisine and Rating on Google Maps (2026)
Pull cuisine-and-rating-filtered restaurants from Google Maps using Thirdwatch. Multi-city batches + rating thresholds + Postgres recipes.
Find Remote Engineering Jobs by Salary Band with RemoteOK (2026)
Filter remote engineering jobs by salary band using Thirdwatch's RemoteOK Scraper. Compensation-tier targeting and stack filtering recipes.
Find Jobs with Direct Apply URLs (2026 Google Jobs Guide)
Surface direct-apply URLs from Google Jobs using Thirdwatch. Skip Google redirects, route candidates straight to ATS apply flows.
Find India Tech Jobs by Skill on Naukri (2026 Guide)
Run skill-targeted India tech-job queries on Naukri using Thirdwatch. Skill × city batches + structured experience + Postgres recipes.
Find Glassdoor Interview Questions by Role (2026)
Pull crowd-sourced interview questions from Glassdoor using Thirdwatch. Role-specific patterns + per-company question banks for prep workflows.
Find Emerging Import-Export Categories with UN Comtrade (2026)
Detect rising trade categories with Thirdwatch's UN Comtrade Scraper. Year-over-year growth ranking and emerging-niche recipes.
Find Decision-Makers by Title and Company on LinkedIn (2026)
Resolve B2B decision-makers by title + company using Thirdwatch's LinkedIn Profile Scraper. Sales-prospecting recipes inside.
Find Clinics and Doctors in India with JustDial (2026)
Pull verified Indian clinic and doctor listings using Thirdwatch's JustDial Scraper. Specialty filtering and city-by-city coverage recipes.
Find Blue-Collar Jobs in the US with SimplyHired (2026)
Pull blue-collar US job listings — drivers, technicians, warehouse — with Thirdwatch's SimplyHired Scraper. Postgres ingestion + Twilio outreach.
Find B2B Suppliers in India with IndiaMart at Scale (2026)
Pull verified Indian B2B suppliers with Thirdwatch's IndiaMart Scraper. GST, MOQ, prices, ratings — Python and CSV recipes inside.
Filter LinkedIn Jobs by Skill and Location (2026 Guide)
Run skill-and-location-targeted LinkedIn Jobs queries using Thirdwatch. Boolean keyword logic + remote-vs-onsite splits + Postgres recipes.
Extract Talabat Cuisines and Ratings for MENA Market Research (2026)
Map cuisine and rating density across 9 MENA countries with Thirdwatch's Talabat Scraper. Geo-clustering and gap-analysis recipes.
Enrich Your CRM with LinkedIn Profile Data (2026 Guide)
Backfill CRM contact records with LinkedIn job titles, companies, and skills using Thirdwatch. No login. Salesforce + HubSpot recipes.
Build a YouTube Content Trend Pipeline (2026 Guide)
Build a YouTube content-trend pipeline using Thirdwatch. Daily snapshot + topic-cluster shifts + emerging-format detection.
Build Comprehensive US Jobs Coverage with SimplyHired (2026)
Achieve full US jobs coverage using Thirdwatch's SimplyHired Scraper alongside Indeed, Monster, ZipRecruiter. Coverage-gap detection recipes.
Build a Twitter Data Pipeline for Research (2026 Guide)
Build a Twitter/X research data pipeline using Thirdwatch. Tweet ingestion + entity extraction + Postgres + analysis recipes.
Build a Supply Chain Risk Dashboard from Trade Flows (2026)
Quantify supply chain concentration risk using Thirdwatch's UN Comtrade Scraper. HHI, top-supplier exposure, single-source detection.
Build a SERP Monitoring Pipeline with Google Search (2026)
Build a daily SERP monitoring pipeline using Thirdwatch. Rank tracking + featured-snippet capture + Postgres + Slack alerts.
Build a Remote Jobs Aggregator with Apify and RemoteOK (2026)
Build a remote-only jobs aggregator with Thirdwatch's RemoteOK Scraper plus Wellfound and LinkedIn. Postgres + Meilisearch recipes.
Build a Procurement Shortlist from IndiaMart Suppliers (2026)
Generate a ranked Indian supplier shortlist with Thirdwatch's IndiaMart Scraper. MOQ, GST, rating-weighted scoring with full Python recipes.
Build a News Aggregator with Google News (2026 Guide)
Build a topic-based news aggregator using Thirdwatch's Google News scraper. RSS feeds + topic clustering + daily refresh recipes.
Build Naukri Salary Benchmarks by Experience (2026 Guide)
Build India tech salary benchmarks by experience years using Thirdwatch's Naukri Scraper. 0-2 / 3-5 / 6-10 / 10+ year bands.
Build a Multi-Source Jobs Feed with Google Jobs (2026)
Build a 20+ board jobs aggregator using Thirdwatch's Google Jobs Scraper. Postgres ingestion + source-priority dedupe + Meilisearch recipes.
Build a Local Business Database with Google Maps (2026)
Build a multi-city local-business database using Thirdwatch's Google Maps Scraper. Postgres schema, place_id dedup, search-engine recipes.
Build a LinkedIn Jobs Aggregator with Apify (2026 Guide)
Build a multi-source LinkedIn-anchored jobs aggregator using Thirdwatch. Postgres + Meilisearch + cross-source dedupe recipes inside.
Build a US Jobs Meta-Search from Monster (2026 Guide)
Build a multi-source US jobs meta-search using Thirdwatch's Monster Scraper plus Indeed and ZipRecruiter. Postgres + Meilisearch + dedupe recipes.
Build a Jobs Aggregator from Company Career Pages (2026)
Build your own Indeed-style aggregator using Thirdwatch's Career Site Scraper. Multi-ATS coverage, dedupe, search, and storage recipes.
Build an India Tech Talent Pipeline from CutShort (2026)
Build a candidate-attraction talent pipeline using Thirdwatch's CutShort.io Scraper. Skill-tag tracking + employer-targeting recipes.
Build an India Local Services Directory from JustDial (2026)
Build a multi-city Indian local-services directory with Thirdwatch's JustDial Scraper. Postgres schema + city-category fan-out recipes.
Build a Salary Database from Indeed Listings (2026)
Build a structured salary database from Indeed using Thirdwatch. Title × location × experience benchmarks + Postgres recipes + percentile bands.
Build a Food Delivery Price Comparison with Talabat (2026)
Compare same-chain prices across 9 MENA countries with Thirdwatch's Talabat Scraper. Cross-market arbitrage and franchise pricing recipes.
Build a Flipkart Product Research Pipeline (2026 Guide)
Build an India-marketplace product research pipeline using Thirdwatch's Flipkart Scraper. Niche scoring + per-category analysis.
Build a Candidate Shortlist from LinkedIn Profiles (2026)
Build a ranked candidate shortlist using Thirdwatch's LinkedIn Profile Scraper. Title + experience filtering with Postgres dedup recipes.
Build an Amazon Product Research Tool (2026 Guide)
Build an Amazon niche-research workflow from search position, monthly-bought signals, price, rating, reviews, deals, and sponsored placement.
Benchmark Startup Tech Salaries in India with CutShort (2026)
Build INR salary bands by skill, experience, and funding stage using Thirdwatch's CutShort Scraper. Pivot recipes for offer calibration.
Benchmark India Tech Salaries with AmbitionBox Data (2026)
Pull structured India salary data from AmbitionBox with Thirdwatch. Compare TCS, Infosys, Wipro and 100K+ companies. Python recipes inside.