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Which OTAs and travel platforms do you scrape?+
We currently scrape
50+ platforms including Booking.com, Expedia, Airbnb, MakeMyTrip, Hotels.com, Agoda, TripAdvisor, Cleartrip, Skyscanner, Kayak, Goibibo, VRBO, Trivago, Priceline, Google Hotels, OYO, Zoomcar, Royal Caribbean, Costa Cruises and more. New sources are added regularly based on client demand —
contact us if you need a platform not listed.
How accurate is the data and how often is it updated?+
Our data accuracy rate is 99%+ across all sources. We achieve this through automated validation and deduplication on every scrape run, cross-source verification for key data points, and anomaly detection that flags suspicious values for human review.
Refresh rates range from real-time (live feed) to every 15 minutes, hourly, or daily — depending on your plan. Our 15-minute refresh is the fastest available in the market for OTA pricing data.
What specific data fields are available for hotel pricing?+
For hotel data, we capture: room type, rate plan, cancellation policy, breakfast included, OTA platform, property name, star rating, city, check-in/out date, number of guests, base price, taxes & fees, total price, currency, availability, review score, review count, sponsored vs organic listing position, and more.
Custom fields are available on request —
talk to our team.
Do you provide historical data? How far back does it go?+
Yes — we provide historical OTA pricing data going back
12+ months for most sources. Historical datasets are available as a one-time purchase or as part of subscription plans. For custom date ranges or specific historical queries,
contact us with your requirements.
Which geographies and cities are covered?+
We cover hotel and travel pricing data across:
- India — 50+ cities including all Tier-1, Tier-2 and major Tier-3 markets
- US & Canada — all major metros and travel destinations
- UK & Europe — London, Paris, Amsterdam, Barcelona and 100+ more
- UAE & Middle East — Dubai, Abu Dhabi, Doha, Riyadh
- Southeast Asia — Bangkok, Singapore, Bali, Phuket and more
Custom geographies are available on request.
How does the API work? What format is data delivered in?+
Our
REST API returns clean JSON with a consistent normalized schema across all OTA sources. Average response time is under 800ms. Authentication is via simple API key headers — no OAuth complexity.
We provide:
- Full Swagger documentation
- Postman collection with example requests
- Code snippets in Python, JavaScript, and PHP
- Webhook support for real-time price change alerts
Most startups go live in under 7 days.
Can you deliver data to our existing data warehouse?+
Yes — we support delivery to: REST API, Amazon S3, Google Cloud Storage, Google BigQuery, Snowflake, Google Sheets, CSV/JSON file drops, and custom SFTP endpoints. If you have a specific destination not listed, contact us — we've built custom connectors for clients before.
What programming languages and tech stacks are supported?+
Our REST API works with any language that can make HTTP requests — Python, JavaScript/Node.js, PHP, Ruby, Java, Go, R, and more. We provide ready-to-use code snippets for Python, JS and PHP. For data warehouse integrations, we support all major cloud platforms. No proprietary SDK required.
Is web scraping OTA data legal?+
Web scraping publicly available data is generally legal in most jurisdictions, as established by several landmark court cases including hiQ Labs vs LinkedIn (US, 2022). We scrape only publicly visible pricing data — the same information any consumer can see by visiting these platforms.
We advise all clients on responsible and compliant data usage. For enterprise clients, we offer NDA arrangements and can provide legal guidance documentation on request. We recommend consulting your own legal counsel for jurisdiction-specific advice.
Do you sign NDAs and data processing agreements?+
Yes — for enterprise clients, we are happy to sign
mutual NDAs and data processing agreements (DPAs). We take data confidentiality seriously and have standard legal templates ready. Contact us at
legal@travelscrape.com for legal documentation.
How long does it take to get started and receive first data?+
For standard data types from our pre-built OTA list:
- Free sample: within 24 hours of request
- Standard setup (hotel, flight, car): 2–5 business days
- Custom sources or data points: 1–2 weeks
- Complex enterprise setups: up to 4 weeks
What happens if scraping breaks or data stops flowing?+
OTAs regularly update their structure to deter scraping. When this happens, our monitoring system alerts us automatically and we rebuild scrapers within 24–48 hours. For enterprise clients, we guarantee a maximum 4-hour response time for critical data failures. All downtime is tracked and credited to your subscription if it exceeds our SLA thresholds.
What kind of support do I get?+
All clients get:
- Starter: Email support, response within 24 hours
- Growth: Dedicated data engineer, WhatsApp direct access, response within 4 hours
- Enterprise: Named engineer, Slack channel, response within 1 hour, 24/7 for critical issues
We do not use ticket queues or AI chatbots for support — every message is read and responded to by a human who understands your data setup.
Can I request a demo or discovery call before buying?+
Absolutely — we encourage it.
Book a 15-minute discovery call with our data team. We'll understand your use case, show you exactly what data we can deliver, and send a free sample before you commit to anything. No pressure, no sales pitch — just honest advice on whether TravelScrape is the right fit.
Still have questions?
Our team responds to every inquiry within 4 business hours. No bots — real people who understand travel data.