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The Watchtower

Benchmarks, playbooks, and engineering deep-dives on building production scrapers — anti-bot bypasses, cost teardowns, and workflows we use ourselves.

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FEATURED · JOBS & RECRUITMENT
Jun 4, 2026

Enrich Your Sales CRM with LinkedIn Employee Data (2026)

Pull structured LinkedIn employee lists into HubSpot, Salesforce, or any CRM. Step-by-step enrichment pipeline with title, location, and headline fields.

growth
Food delivery
May 26, 2026

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.

Other
May 26, 2026

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.

Jobs & recruitment
May 26, 2026

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.

E-commerce & products
May 26, 2026

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.

Social media
May 26, 2026

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.

Real estate
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Other
May 26, 2026

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.

E-commerce & products
May 26, 2026

Track Fynd Platform Trends for Ecommerce Strategy (2026)

Analyze product trends across Fynd D2C storefronts — pricing patterns, category signals, and discount cycles. Python workflows for ecommerce founders.

E-commerce & products
May 26, 2026

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.

Other
May 26, 2026

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.

Other
May 26, 2026

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.

Food delivery
May 26, 2026

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.

Social media
May 26, 2026

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.

Other
May 26, 2026

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.

E-commerce & products
May 26, 2026

Scrape TikTok Shop France Products for Research (2026 Guide)

Extract TikTok Shop France product data for market research. Prices, ratings, seller names, sold counts, and categories. Step-by-step Python API guide.

Real estate
May 26, 2026

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.

E-commerce & products
May 26, 2026

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.

Reviews & ratings
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Jobs & recruitment
May 26, 2026

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.

Compliance & registries
May 26, 2026

Scrape India Government Tenders for Bid Tracking (2026)

Track live government tenders from India's eProcure CPPP portal with structured data. Automate bid discovery, filter by department, and never miss a deadline.

Other
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Other
May 26, 2026

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.

E-commerce & products
May 26, 2026

Scrape Fynd D2C Storefronts for Brand Research (2026 Guide)

Extract product catalogs from Fynd-powered D2C storefronts for brand research — pricing, discounts, ratings, stock signals. Python recipes with Thirdwatch.

Social media
May 26, 2026

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.

E-commerce & products
May 26, 2026

Scrape eBay India Products for Market Research (2026 Guide)

Extract eBay India product listings for e-commerce market research — prices, sellers, conditions, discounts, and shipping details. Python recipes included.

Other
May 26, 2026

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.

Other
May 26, 2026

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.

Other
May 26, 2026

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.

Food delivery
May 26, 2026

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.

E-commerce & products
May 26, 2026

Monitor TikTok Shop France Pricing Trends and Discounts

Track price changes, discount patterns, and seasonal trends on TikTok Shop France. Automated alerts for price drops, competitor moves, and flash sales.

Real estate
May 26, 2026

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.

E-commerce & products
May 26, 2026

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.

Reviews & ratings
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Other
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

E-commerce & products
May 26, 2026

Monitor Fynd Brand Pricing for Competitive Intel (2026)

Track pricing, discounts, and stock changes across Fynd D2C storefronts for competitive intelligence. Python workflows with Thirdwatch Fynd Platform Scraper.

E-commerce & products
May 26, 2026

Monitor eBay India Product Prices for Competitive Intel

Track eBay India product prices, discounts, and shipping costs for competitive intelligence. Automated monitoring with Python recipes and Thirdwatch scraper.

Other
May 26, 2026

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.

Compliance & registries
May 26, 2026

Monitor CPPP Tender Deadlines for Compliance Automation

Automate deadline monitoring for India CPPP eProcure tenders. Get Slack and email alerts before bid submission windows close. Tiered urgency classification.

E-commerce & products
May 26, 2026

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.

Social media
May 26, 2026

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.

Other
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Social media
May 26, 2026

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.

E-commerce & products
May 26, 2026

Find Trending TikTok Shop France Sellers for Sourcing 2026

Discover top-performing sellers on TikTok Shop France by sales velocity, ratings, and product range. Structured data for sourcing and competitive analysis.

E-commerce & products
May 26, 2026

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.

Reviews & ratings
May 26, 2026

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.

Jobs & recruitment
May 26, 2026

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.

Compliance & registries
May 26, 2026

Find India Government Contracts by Department (2026 Guide)

Search India eProcure CPPP portal by department to find government contracts. Extract structured tender data filtered by ministry and organization. Python.

E-commerce & products
May 26, 2026

Find eBay India Seller Trends for Arbitrage Opportunities

Discover eBay India seller trends and cross-platform pricing gaps for arbitrage. Identify underpriced imports with Python recipes and Thirdwatch actor.

Jobs & recruitment
May 26, 2026

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.

Social media
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Social media
May 26, 2026

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.

Other
May 26, 2026

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.

E-commerce & products
May 26, 2026

Build a TikTok Shop France Product Database With the API

Build a structured TikTok Shop France product database using the Apify API. Python and Node.js examples with schema design and incremental sync logic.

Jobs & recruitment
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Reviews & ratings
May 26, 2026

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.

E-commerce & products
May 26, 2026

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.

Other
May 26, 2026

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.

Food delivery
May 26, 2026

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.

Real estate
May 26, 2026

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.

Other
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Compliance & registries
May 26, 2026

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.

Other
May 26, 2026

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.

E-commerce & products
May 26, 2026

Build a Fynd Product Catalog Database With Python (2026)

Build a structured product catalog database from Fynd D2C storefronts — automated ingestion, dedup, schema design. Python recipes with Thirdwatch actor.

Compliance & registries
May 26, 2026

Build an eProcure Tender Database for Your Sales Pipeline

Build a searchable tender database from India's eProcure CPPP portal. Feed government contract data into your sales pipeline with structured extraction.

E-commerce & products
May 26, 2026

Build an eBay India Product Database for E-Commerce Research

Build a structured eBay India product database with prices, sellers, conditions, and shipping data. Python ETL recipes using the Thirdwatch Apify actor.

Real estate
May 26, 2026

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.

E-commerce & products
May 26, 2026

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.

Social media
May 26, 2026

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.

E-commerce & products
May 26, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

Social media
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

Social media
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

Social media
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 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.

E-commerce & products
May 12, 2026

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.

Social media
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

E-commerce & products
May 12, 2026

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.

Compliance & registries
Apr 28, 2026

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.

Jobs & recruitment
Apr 28, 2026

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.

Real estate
Apr 28, 2026

Track the UK Housing Market with Rightmove (2026)

Monitor UK housing prices + supply via Rightmove using Thirdwatch. Per-postcode tracking + regional benchmarks + recipes.

Reviews & ratings
Apr 28, 2026

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.

Jobs & recruitment
Apr 28, 2026

Track Startup Hiring Velocity on Wellfound (2026)

Detect startup-scaling signals via Wellfound using Thirdwatch. Daily snapshots + funding-cohort velocity tracking + alerts.

Social media
Apr 28, 2026

Track Reddit Discourse on Product Launches (2026)

Monitor Reddit product-launch discussions using Thirdwatch. Hourly subreddit polling + sentiment + early-PMF signal recipes.

Business & local data
Apr 28, 2026

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.

Social media
Apr 28, 2026

Track Pinterest Board Velocity for Niche Discovery (2026)

Detect rising Pinterest niches via board-pin velocity using Thirdwatch. 14-day rolling deltas + early ecommerce trend detection.

E-commerce & products
Apr 28, 2026

Track Noon vs Amazon UAE Pricing (2026)

Compare Noon + Amazon.ae pricing using Thirdwatch. UAE ecommerce dedup + arbitrage signals + cross-platform recipes.

Food delivery
Apr 28, 2026

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.

Real estate
Apr 28, 2026

Track NoBroker vs MagicBricks India Rentals (2026)

Compare NoBroker (owner-only) + MagicBricks (broker-mix) India rentals using Thirdwatch. Cross-platform dedup + recipes.

Real estate
Apr 28, 2026

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.

Business & local data
Apr 28, 2026

Track Headcount Changes at Target Accounts (2026)

Detect headcount-velocity at target accounts via LinkedIn using Thirdwatch. Hiring-spike signals + buying-intent recipes.

Reviews & ratings
Apr 28, 2026

Track G2 Rating Changes for SaaS Companies (2026)

Detect G2 rating drift for SaaS companies using Thirdwatch. Weekly snapshots + alert thresholds + competitive intelligence recipes.

Jobs & recruitment
Apr 28, 2026

Track Freelance Rate Trends on Upwork (2026)

Monitor Upwork freelance hourly rates using Thirdwatch. Per-skill trend tracking + rate-band benchmarks + recipes.

Real estate
Apr 28, 2026

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.

Business & local data
Apr 28, 2026

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.

E-commerce & products
Apr 28, 2026

Track AliExpress Pricing for Arbitrage (2026)

Track AliExpress pricing for cross-platform arbitrage using Thirdwatch. Daily snapshots + Amazon-comparison + recipes for sellers.

Jobs & recruitment
Apr 28, 2026

Scrape ZipRecruiter Jobs for Aggregator (2026)

Pull ZipRecruiter US jobs using Thirdwatch. Hourly + blue-collar coverage + recipes for jobs aggregator builders.

Business & local data
Apr 28, 2026

Scrape Yelp Businesses for Restaurant Research (2026)

Pull Yelp restaurant + service-business data using Thirdwatch. Cuisine + rating + reviews + photos + recipes for hospitality teams.

Jobs & recruitment
Apr 28, 2026

Scrape Upwork Freelance Jobs (2026 Guide)

Pull Upwork freelance jobs using Thirdwatch. Project budget + skills + client metrics + recipes for freelancer + agency platforms.

Reviews & ratings
Apr 28, 2026

Scrape Trustpilot Reviews for Brand Monitoring (2026)

Pull Trustpilot reviews + ratings using Thirdwatch. Daily snapshot + sentiment + Slack alerts on rating drift.

Business & local data
Apr 28, 2026

Scrape TripAdvisor Hotels and Attractions (2026)

Pull TripAdvisor hotels + attractions + restaurants using Thirdwatch. Reviews + ratings + photos + recipes for travel research.

Food delivery
Apr 28, 2026

Scrape Swiggy Restaurants for India Research (2026)

Pull Swiggy India restaurants + menus using Thirdwatch. City coverage + cuisine research + recipes for India hospitality teams.

Jobs & recruitment
Apr 28, 2026

Scrape Startup Jobs with Wellfound (2026 Guide)

Pull startup jobs from Wellfound (formerly AngelList Talent) using Thirdwatch. YC/tier-1 startups + funding signals + recipes.

Real estate
Apr 28, 2026

Scrape Rightmove UK Property Listings (2026)

Pull Rightmove UK property listings using Thirdwatch. Buy + rent + commercial coverage + recipes for UK real estate teams.

Jobs & recruitment
Apr 28, 2026

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.

Social media
Apr 28, 2026

Scrape Reddit for Community Research (2026 Guide)

Pull Reddit posts + comments using Thirdwatch. Subreddit watchlist + sentiment + B2B-buyer signals + recipes.

General
Apr 28, 2026

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.

Social media
Apr 28, 2026

Scrape Pinterest Pins for Ecommerce Trend Research (2026)

Pull Pinterest pins + boards using Thirdwatch. Visual-trend discovery + ecommerce niche research + recipes for D2C brands.

E-commerce & products
Apr 28, 2026

Scrape Noon Products for MENA Ecommerce (2026)

Pull Noon UAE + Saudi products using Thirdwatch. Pricing + ratings + categories + recipes for MENA ecommerce research.

Food delivery
Apr 28, 2026

Scrape Noon Food Restaurants for UAE Research (2026)

Pull Noon Food UAE restaurants using Thirdwatch. Zone-based coverage + cuisine research + recipes for hospitality teams.

Real estate
Apr 28, 2026

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.

Real estate
Apr 28, 2026

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.

Jobs & recruitment
Apr 28, 2026

Scrape LinkedIn Company Employees for Org Mapping (2026)

Pull LinkedIn employee lists per company using Thirdwatch. Org-chart mapping + ABM enrichment + headcount tracking + recipes.

Reviews & ratings
Apr 28, 2026

Scrape G2 Reviews for B2B SaaS Research (2026)

Pull G2 reviews + ratings + comparison data using Thirdwatch. Category mapping + competitor positioning + recipes for SaaS teams.

Food delivery
Apr 28, 2026

Scrape Deliveroo Restaurants for UK Market (2026)

Pull Deliveroo restaurants + menus using Thirdwatch. UK + UAE + EU coverage + price monitoring + recipes for hospitality teams.

Real estate
Apr 28, 2026

Scrape Commonfloor for Bangalore Real Estate (2026)

Pull Commonfloor Bangalore + India property listings using Thirdwatch. Apartment + community data + recipes for India proptech.

Reviews & ratings
Apr 28, 2026

Scrape Capterra Reviews for SMB SaaS Research (2026)

Pull Capterra reviews + ratings + pricing using Thirdwatch. SMB SaaS coverage + Gartner network + recipes for research teams.

Business & local data
Apr 28, 2026

Scrape Booking.com Hotel Data for Travel Research (2026)

Pull Booking.com hotel listings + pricing + ratings using Thirdwatch. Cross-city + availability + revenue-research recipes.

E-commerce & products
Apr 28, 2026

Scrape AliExpress for Dropshipping Research (2026)

Pull AliExpress products + supplier data using Thirdwatch. Wholesale-cost research + dropshipping margins + recipes.

Real estate
Apr 28, 2026

Scrape 99acres India Real Estate Listings (2026)

Pull 99acres India property listings using Thirdwatch. Buy + rent + commercial + new launches + recipes for India proptech.

Business & local data
Apr 28, 2026

Monitor Yelp Reviews for Restaurant Reputation (2026)

Track Yelp restaurant rating drift using Thirdwatch. Daily snapshots + sentiment shift + Slack alerts on review-bombing.

Business & local data
Apr 28, 2026

Monitor TripAdvisor Rating Drift for Hotels (2026)

Track TripAdvisor hotel rating + rank drift using Thirdwatch. Weekly snapshots + per-city rank deltas + alerts.

Food delivery
Apr 28, 2026

Monitor Swiggy vs Zomato India Pricing (2026)

Compare Swiggy + Zomato India menu pricing using Thirdwatch. Cross-platform dedup + recipes for India hospitality research.

Social media
Apr 28, 2026

Monitor Subreddits for B2B Buyer Signals (2026)

Detect B2B buyer-intent signals on Reddit using Thirdwatch. Vendor-evaluation language detection + cross-subreddit monitoring.

Food delivery
Apr 28, 2026

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.

Business & local data
Apr 28, 2026

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.

Food delivery
Apr 28, 2026

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.

Real estate
Apr 28, 2026

Monitor CommonFloor New Launches in India (2026)

Detect CommonFloor new-launch developments using Thirdwatch. Per-builder per-locality launches + recipes for India PE.

Reviews & ratings
Apr 28, 2026

Monitor Capterra Pricing Pages at Scale (2026)

Track SaaS pricing-page changes via Capterra using Thirdwatch. Weekly snapshots + plan diffs + competitive intelligence recipes.

Real estate
Apr 28, 2026

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.

Jobs & recruitment
Apr 28, 2026

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.

Jobs & recruitment
Apr 28, 2026

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.

Reviews & ratings
Apr 28, 2026

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.

E-commerce & products
Apr 28, 2026

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.

Jobs & recruitment
Apr 28, 2026

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.

Business & local data
Apr 28, 2026

Find Emerging SaaS Tools via Product Hunt (2026)

Discover emerging SaaS tools from Product Hunt using Thirdwatch. Category-segmented launches + recipes for SaaS investors.

E-commerce & products
Apr 28, 2026

Find China Suppliers with AliExpress Data (2026)

Surface China suppliers from AliExpress using Thirdwatch. Order-volume + rating + factory-signal recipes for sourcing teams.

Jobs & recruitment
Apr 28, 2026

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.

Social media
Apr 28, 2026

Build a Visual Trend Pipeline with Pinterest (2026)

Build a continuous visual-trend pipeline from Pinterest using Thirdwatch. Automated scoring + image-similarity clustering + recipes.

Business & local data
Apr 28, 2026

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.

Real estate
Apr 28, 2026

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.

Jobs & recruitment
Apr 28, 2026

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.

Food delivery
Apr 28, 2026

Build UAE Food Delivery Research with Deliveroo (2026)

Build UAE food-delivery competitive research with Deliveroo using Thirdwatch. Address-based zones + cross-platform recipes.

Business & local data
Apr 28, 2026

Build Travel Research Database with TripAdvisor (2026)

Build a travel content database from TripAdvisor using Thirdwatch. Hotels + attractions + restaurants + recipes for travel publishers.

Real estate
Apr 28, 2026

Build a Rental Market Database from MagicBricks (2026)

Build India rental-market database from MagicBricks using Thirdwatch. Per-locality rent benchmarks + yield curves + recipes.

Business & local data
Apr 28, 2026

Build an India Supplier Compliance Pipeline (2026)

Validate India suppliers' GST + compliance status using Thirdwatch. Bulk-verification + ongoing monitoring + recipes for procurement.

Real estate
Apr 28, 2026

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.

Real estate
Apr 28, 2026

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.

Food delivery
Apr 28, 2026

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.

Business & local data
Apr 28, 2026

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.

Reviews & ratings
Apr 28, 2026

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.

Reviews & ratings
Apr 28, 2026

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.

Business & local data
Apr 28, 2026

Build Account-Based Marketing from LinkedIn Companies (2026)

Build ABM target lists from LinkedIn companies using Thirdwatch. Buying-committee mapping + headcount signals + recipes.

Compliance & registries
Apr 27, 2026

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.

Social media
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Social media
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Other
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Social media
Apr 27, 2026

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.

Other
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

Track India IT Services Hiring on Naukri (2026 Guide)

Detect TCS/Infosys/Wipro hiring shifts using Thirdwatch's Naukri Scraper. Weekly velocity + skill-mention trends + Slack alerting recipes.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

Track Glassdoor Rating Changes Over Time (2026)

Monitor Glassdoor company-rating drift using Thirdwatch. Weekly snapshots + delta detection + Slack alerts on rating drops.

E-commerce & products
Apr 27, 2026

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.

Social media
Apr 27, 2026

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.

E-commerce & products
Apr 27, 2026

Track Amazon Bestsellers by Category at Scale (2026)

Detect rising Amazon products using Thirdwatch's Amazon Scraper. Velocity ranking + category-mix recipes across 19 marketplaces.

Social media
Apr 27, 2026

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.

Social media
Apr 27, 2026

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.

Social media
Apr 27, 2026

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.

Food delivery
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Social media
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Other
Apr 27, 2026

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.

Other
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

E-commerce & products
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

E-commerce & products
Apr 27, 2026

Scrape Amazon Products for Price Monitoring (2026 Guide)

Track Amazon prices across 19 country marketplaces using Thirdwatch's Amazon Scraper. ASIN dedup + price-diff alert recipes inside.

Social media
Apr 27, 2026

Research YouTube Keyword Competition (2026 Guide)

Analyze YouTube keyword competition using Thirdwatch. Top-10 video views + creator dominance + view-velocity opportunity scoring.

Social media
Apr 27, 2026

Research TikTok Creator Engagement (2026 Guide)

Analyze TikTok creator engagement using Thirdwatch. Per-creator engagement rates + tier benchmarks + influencer-fit recipes.

Business & local data
Apr 27, 2026

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.

Social media
Apr 27, 2026

Research Instagram Hashtag Performance (2026 Guide)

Analyze Instagram hashtag performance using Thirdwatch. Post volume, top creators, engagement rates, hashtag-cluster discovery.

General
Apr 27, 2026

Research Competitor Content with Google Search (2026)

Map competitor content footprint via Google Search using Thirdwatch. Site: queries + topic-cluster mapping + content-gap analysis.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Food delivery
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Social media
Apr 27, 2026

Monitor Influencer Tweets at Scale (2026 Guide)

Track 500+ influencer Twitter/X accounts using Thirdwatch. Watchlist + engagement velocity + keyword alerts via Slack.

E-commerce & products
Apr 27, 2026

Monitor Flipkart Deals and Discounts (2026 Guide)

Track Flipkart Big Billion Day and Big Saving Days discounts using Thirdwatch. Discount-velocity alerts + Postgres recipes.

General
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

Monitor Competitor Hiring on Indeed (2026 Guide)

Track competitor job postings on Indeed using Thirdwatch. Daily snapshot + delta detection + Slack alerts on hiring spikes.

Social media
Apr 27, 2026

Monitor Brand TikTok Presence (2026 Guide)

Track brand TikTok engagement using Thirdwatch. Owned-account + UGC mention monitoring + competitor benchmarking + Slack alerts.

Social media
Apr 27, 2026

Monitor Brand Instagram Engagement (2026 Guide)

Track brand Instagram engagement using Thirdwatch. Daily snapshot + engagement-rate KPI + competitor benchmarking + Slack alerts.

E-commerce & products
Apr 27, 2026

Monitor Amazon Competitor Pricing and Ratings (2026)

Track competitor ASIN pricing and rating drift on Amazon using Thirdwatch. Daily snapshots + price-drop alerts + Postgres recipes.

Social media
Apr 27, 2026

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.

Reviews & ratings
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Food delivery
Apr 27, 2026

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.

E-commerce & products
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Food delivery
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Social media
Apr 27, 2026

Build a YouTube Content Trend Pipeline (2026 Guide)

Build a YouTube content-trend pipeline using Thirdwatch. Daily snapshot + topic-cluster shifts + emerging-format detection.

Jobs & recruitment
Apr 27, 2026

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.

Social media
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

General
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

General
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Business & local data
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

Food delivery
Apr 27, 2026

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.

E-commerce & products
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.

E-commerce & products
Apr 27, 2026

Build an Amazon Product Research Tool (2026 Guide)

Build a Jungle Scout / Helium 10 alternative using Thirdwatch's Amazon Scraper. BSR + price + rating + niche-opportunity scoring.

Jobs & recruitment
Apr 27, 2026

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.

Jobs & recruitment
Apr 27, 2026

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.