Travel Data Collection

AI-ready travel data for your agents and models, enabling dynamic pricing, rate parity, and availability forecasting across airlines, hotels, and OTAs.

  • Data extraction from any public site
  • Pricing, booking & availability feeds
  • Geo-targeted collection for regional insights
  • End-to-end pipeline with proactive monitoring

Trusted by 20,000+ customers worldwide

Build smarter travel apps with hyper-targeted data flows

Hotels and flights

Prices, availability, fare/rate calendars, schedules, amenities, and star ratings - driving dynamic pricing, AI-powered revenue management, and market benchmarking.

Booking intelligence

Search-result pages, lowest fares, "only X left" notices, promo banners, and flexible-date grids - feeding predictive models, autonomous pricing agents, and marketing-spend optimization.

Tours & experiences

Activity prices, remaining slots, dates, durations, provider details, photos, and ratings, for recommendation engines and conversational trip-planning bots.

Travel reviews

Star ratings, review text, timestamps, management replies, and helpful counts, training sentiment-aware AI assistants for reputation management and product upgrades.

Competitive analysis

Competitor prices, special offers, bundle deals, loyalty tiers, and promotional countdowns -informing strategic pricing, promotion timing, and overall market positioning.

Social travel

Posts, images, hashtags, location tags, and engagement stats, guiding campaign planning, influencer targeting, and trend-predicting AI agents.

Prepare your travel operations for the AI-Era

Trading edge and risk signals

Power AI-driven dynamic pricing engines, monitor competitor rates across OTAs, hotels, airlines, and booking platforms and track pricing strategies, promotional campaigns, and market positioning.

Train AI assistants on structured travel data

Structured travel web data designed for training your own AI travel assistants, autonomous booking agents, and intelligent recommendation systems.

Monitor availability across travel products

Availability monitoring across hotels, flights, tours, and experiences. Track capacity, blackout dates, and booking windows while providing data for AI booking agents.

Capture sentiment across travel platforms

Multi-platform review collection and sentiment analysis from travel websites and social media for brand reputation management and AI sentiment analysis training.

Explore trends with demand analytics

Comprehensive booking patterns, search trends, and seasonal demand data. Understand market dynamics, customer preferences, and emerging travel behaviors while building datasets for AI forecasting models.

Calculate your web scraping savings

Tell us about your current setup to see potential savings with managed services

Servers, proxies, CAPTCHA, tools

More websites = better economies of scale & higher savings

Number of records collected each time monthly

More websites increase complexity and operational challenges

Calculate my ROI

Your web scraping
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*Results use your provided data and assumptions. Final pricing depends on scope. Managed Services starts at $2,500/month.

Discuss your potential savings with our data expert

Get a personalized savings analysis tailored to your business goals and data collection needs.

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PROCESS

From raw data to actionable intelligence

Handle the entire data journey - from collection to insights - so you can focus on your business strategy and decisions.

  1. Project setup

    Define data sources, schema, insights, and KPIs for your travel data collection needs.

  2. Data collection

    Collect the travel data you need, legally and ethically, using our global proxy network that scrapes billions of pages daily.

  3. Data validation & enrichment

    Automated deduplication, cross-referencing, and continuous quality checks.

  4. Smart Reports & Insights

    Get dashboards, real-time market tracking, and actionable intelligence for business decisions.

COMPLIANCE

Leading the way in ethical web data collection

We have set the gold standard for ethical and compliant web data practices. Our peer network is built on trust, with every member personally opting in and the guarantee of zero personal data collection. We champion the collection of only publicly available data, backed by an industry-leading Know Your Customer process and a transparent Acceptable Use Policy. Our global, multilingual Compliance & Ethics team, the first of its kind, ensures we stay ahead of regulatory changes and best practices.

SUPPORT

We'll support you every step of the way

Dedicated account managers and expert consultation

  • Enterprise-grade reliability and support
  • SLA-backed uptime and data freshness guarantees
  • Proactive monitoring and validation for data quality and completeness

Unwavering commitment to security and privacy

Collaborations with security giants like VirusTotal, Avast, and AVG

Monitoring of 30+ billion domains, blocking unapproved content and ensuring domain health

Adherence to GDPR, CCPA, and SEC regulations, with a dedicated Privacy Center for user empowerment

Proactive abuse prevention through global partnerships and multiple reporting channels

Trustpilot

Frequently asked questions

Automated extraction of prices, schedules, availability, reviews, and social buzz provides airlines, hotels, OTAs, and travel-tech companies with real-time market visibility. When this information streams into machine-learning pipelines and AI agents such as conversational trip advisers, autonomous booking bots, and predictive demand models, it powers dynamic pricing, hyper-targeted promotions, accurate forecasting, and personalized itinerary recommendations. The outcome is higher revenue, stronger conversion, and an improved traveler experience.

Yes. Harvesting information that is publicly accessible on airline, hotel, and agency websites is lawful when done in accordance with each site's terms of service and privacy regulations. Bright Data's tools mimic a normal user's browser behavior and collect only open-web content, making the practice both legitimate and essential for competitive market intelligence.

Bright Data can collect any travel-related data. Here are a few common examples:
• Hotel rates, room availability, amenities, reviews
• Flight fares, seat inventory, schedules, aircraft details
• Tour and activity pricing, available slots, customer ratings
• Destination events, weather patterns, local attractions
• Multi-platform reviews and social-media sentiment
• Competitor promotions, bundle offers, loyalty tiers

Absolutely. Data is delivered via API, SFTP, or cloud storage in JSON, CSV, Parquet, or custom formats. These files are ready for ingestion into CRSs, RMSs, BI tools, or data warehouses such as Snowflake and BigQuery.

Feeds can run on your preferred cadence - hourly for fare monitoring, daily for hotel rates, weekly for review snapshots, or any custom interval required by your use case.

We continuously align our practices with GDPR, CCPA, and other data-protection regulations, collect only public information, and honor takedown or exclusion requests. Detailed policies and audit trails keep your data acquisition fully compliant.

Our focus is public content. While scraped pages may incidentally contain personal information (e.g., a reviewer's first name), collecting personal data is neither the objective nor the business model. Any such data is handled in accordance with privacy regulations.

Yes, Bright Data is equipped to scale from handling small datasets to managing millions of records with ease to meet growing business demands.

Bright Data applies automated validation, deduplication, and anomaly detection to every extraction. Proactive monitoring and self-healing crawlers work alongside a 99.9% uptime SLA, redundant infrastructure, and round-the-clock oversight to keep every feed accurate and consistent.

Bright Data combines the world's largest proxy network, advanced compliance tooling, and deep travel-sector expertise with an end-to-end delivery model. You receive accurate, AI-ready data without coding scrapers, maintaining proxies, or troubleshooting websites, freeing your resources for higher-value work.

Customers gain direct access to data engineers and receive real-time dashboards for volume, quality, and SLA tracking. Support is available 24/7 via Slack, email, or phone, ensuring issues are resolved before they impact your downstream teams.