India's most comprehensive Travel Data Scraping platform — delivering real-time travel data insights from 1M+ flights, hotels, trains, and OTA platforms including MakeMyTrip, Goibibo, Cleartrip & Ixigo. Power your apps, AI models, and pricing engines with structured travel data intelligence via a single REST API.
{ "listing_id": "HTL-MUM-00914", "name": "The Taj Lands End", "type": "luxury_hotel", "star_rating": 5, "guest_score": 9.1, "price_per_night_inr": 18500, "room_types": [ "deluxe", "sea_view_suite" ], "ota_platforms": { "makemytrip": 18500, "goibibo": 18200, "booking_com": 19100 }, "amenities": [ "pool", "spa", "gym" ], "free_cancellation": true, "geo": { "lat": 19.0449, "lng": 72.8186, "city": "Mumbai, MH" }, "scraped_at": "2025-06-05T09:14:00+05:30" }
Our India travel data scraping API captures 85+ structured fields across flights, hotels, trains, OTA platforms, pricing, reviews, and geolocation — normalized into one consistent schema across MakeMyTrip, Goibibo, Cleartrip, Ixigo, IRCTC, and more.
From Indian fintech giants to Series A AI startups, companies across every sector use our real-time travel data scraping API to power pricing engines, investment platforms, and consumer travel products built for the Indian market.
Emerging Indian OTAs use our travel data scraping API to aggregate flight fares and hotel rates from all major Indian platforms into a unified search index — refreshed every few minutes to ensure pricing accuracy without negotiating individual API contracts with MakeMyTrip, Goibibo, and Cleartrip separately.
Indian hotel chains use our travel data intelligence feeds to monitor competitor rates across MakeMyTrip, Goibibo, Agoda, and Booking.com simultaneously. Festival season surges, long-weekend spikes, and OTA bank card discount events that undercut direct booking rates are detected within minutes — enabling same-day rate adjustments that protect RevPAR during peak Indian travel seasons.
AI teams building Indian fare prediction, train waitlist forecasting, and hotel demand models use our structured travel data as training input. With 24 months of INR price history, 85+ normalized fields including IRCTC quota availability, and consistent schema across all Indian platforms, datasets are ML-ready without custom ETL pipelines.
Indian credit card companies and fintech platforms use our real-time travel data insights to benchmark cardmember travel spend against market rates, identify cashback and reward redemption opportunities, and power in-app travel booking features that compete directly with MakeMyTrip while offering superior card-linked offers.
Travel apps and corporate booking platforms use our IRCTC train data scraping feeds to monitor seat availability by class and quota, track tatkal opening windows, and send real-time alerts when waitlisted bookings confirm — solving India's single biggest travel planning pain point without building IRCTC integrations from scratch.
PE funds and equity research teams use our real-time travel data as a leading indicator for Indian consumer discretionary spending — tracking domestic flight booking velocity, Tier-2 city hotel ADR growth, and outbound travel demand spikes as early signals ahead of airline quarterly results and MakeMyTrip's earnings disclosures.
Indian consumer travel apps use our API to power real-time price alerts — notifying users the moment a tracked Delhi–Mumbai route drops below a target fare or when a Goa beach resort hits a flash sale price. Our webhook delivery and sub-hourly refresh rates make sub-₹500 fare drop alerts feasible at millions-of-users scale.
State tourism corporations (Kerala Tourism, Rajasthan Tourism, etc.) use our travel data scraping feeds to track inbound flight seat additions, hotel booking lead times, and average daily rate trends across their territory — enabling data-driven tourism marketing campaigns months before arrival figures are reported by the Ministry of Tourism.
Indian Travel Management Companies and enterprise HR teams use our API to benchmark employee booking decisions against real-time market rates from MakeMyTrip and Goibibo. When a booked hotel exceeds median OTA pricing by 20% or a flight is purchased above the lowest available fare, automated policy alerts trigger approval workflows — reducing T&E leakage at scale.
Preview exactly what our India travel data scraping API returns. The tables below show 10 real-structure sample records across hotel listings and domestic flight data as delivered via our REST API in INR.
| # | Property Name | Type | City | Stars | Score | Price/Night (INR) | OTA Platforms | Cancellation | Scraped At (IST) |
|---|---|---|---|---|---|---|---|---|---|
| 001 | The Taj Lands End | Luxury Hotel | Mumbai, MH | ⭐ 5 | ₹18,500 | MMTGoibiboBooking | Free Cancel | 2025-06-05 09:14 | |
| 002 | Leela Palace Bengaluru | Palace Hotel | Bengaluru, KA | ⭐ 5 | ₹22,000 | MMTAgoda | Non-refund | 2025-06-05 09:15 | |
| 003 | Radisson Blu Jaipur | Business Hotel | Jaipur, RJ | ⭐ 5 | ₹9,200 | GoibiboCleartrip | Free Cancel | 2025-06-05 09:16 | |
| 004 | Ginger Delhi Airport | Budget Hotel | New Delhi, DL | ⭐ 3 | ₹3,800 | MMTIxigoYatra | Free Cancel | 2025-06-05 09:17 | |
| 005 | Kumarakom Lake Resort | Backwater Resort | Kumarakom, KL | ⭐ 5 | ₹28,000 | BookingAgoda | Non-refund | 2025-06-05 09:18 | |
| 006 | Novotel Hyderabad | Business Hotel | Hyderabad, TG | ⭐ 5 | ₹8,500 | MMTGoibibo | Free Cancel | 2025-06-05 09:19 | |
| 007 | Zostel Goa | Hostel | Panaji, GA | — | ₹899 | HostelworldBooking | Free Cancel | 2025-06-05 09:20 | |
| 008 | Umaid Bhawan Palace | Heritage Palace | Jodhpur, RJ | ⭐ 5 | ₹65,000 | BookingAgoda | Non-refund | 2025-06-05 09:21 | |
| 009 | Lemon Tree Pune | Mid-Scale Hotel | Pune, MH | ⭐ 4 | ₹5,200 | MMTCleartripIxigo | Free Cancel | 2025-06-05 09:22 | |
| 010 | Wildflower Hall Shimla | Hill Resort | Shimla, HP | ⭐ 5 | ₹34,000 | MMTBooking | Free Cancel | 2025-06-05 09:23 |
Our India travel data scraping infrastructure covers all major Indian OTAs, airline websites, IRCTC, vacation rental platforms, and review sites — delivering a unified dataset without source-specific engineering.
Select data types (flights, hotels, trains), geographic targets (states, cities, PIN codes, routes), OTA sources, and refresh frequency via dashboard or API call.
Our India-optimized scraping infrastructure handles MakeMyTrip, IRCTC, Goibibo, and 60+ other sources — resolving currency, GST, and schema differences into one consistent output.
Every record passes automated QA: INR price range validation, duplicate property detection, PIN code verification, and IRCTC availability cross-check before delivery.
Clean JSON via REST API on demand or schedule. Webhook push for real-time events (fare drops, waitlist confirmations). Bulk CSV for data warehouse and BI tool ingestion.
FAQs
At WebFusionData, we specialize in cutting-edge web scraping solutions to help you unlock valuable insights and drive business growth. Whether you need custom data extraction, real-time monitoring, or large-scale web scraping, our team is here to assist you.
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