travel agency team using flight scraper

Flight Scraper

Flight prices change overnight. Finding perfect travel options manually takes hours. DataOx flight scraper delivers ready-to-use data to power price monitoring and automate travel planning. Track demand and pricing in real time, extract sentiment from airport reviews, and build AI bots with custom data connected via API.

travel agency team using flight scraper

Flight Scraper for Market Intelligence

International aviation data is scattered around the internet. Analysing all your competitors manually is exhausting. DataOx scrapes hundreds of sources at once, delivers prices in real time, and collects reviews in any language. The data comes raw or structured in a format that fits your automated market analysis tools.

Data sources icon - web scraping jobs from multiple job board platforms

Data Sources

Airline websites (American Airlines, Ryanair, Emirates), meta-search engines (Google Flights, Skyscanner, Kayak, Momondo), online travel agencies (Booking.com, Expedia, Agoda, Priceline), airline review platforms (Tripadvisor, Skytrax, Flyertalk), social media, and more.

Implementation timeline icon - custom data scraping project delivery schedule

Implementation timeline

Two to three weeks, depending on the volume and complexity of the data sources. You can get in touch with our data specialists for a more accurate estimate that is customized for your requirements.

The Benefits of Flight Scraper

The adoption of digital tools in the travel industry is growing fast, and you need high-quality data to join in. DataOx scrapes flight information at scale, combining it with reviews, hotel, and car rental data. Our clients report immediate improved outcomes with data-driven automation.

8%

Proven airline revenue growth with dynamic pricing. Airlines monitor demand and competitor fares to change prices automatically.

80%

Operating cost reduction after ticket monitoring automation, according to our client’s report. Manual work drains time and money, while automated data delivery helps businesses scale up.

141

Web pages visited by an average person when planning a trip. Aggregate data in one place to reduce travelers’ friction.

100%

Scraped data accuracy. DataOx delivers data that fully matches the source and creates validation algorithms if that is what you require.

Flight Scraping Solutions for All Data Needs

Flight Scraping Solutions for All Data Needs

Dynamic pricing algorithms, predictive analysis tools, and ticket aggregators run on data. DataOx collects high-quality datasets for tech and research teams. We create a customised flight scraper, Python-based or built on other technologies that fit your specific sources, and deliver data on your schedule.

Live Ticket Tracking

Historical Flight Analysis

Market Research

Airline Review Monitoring

Ai-Ready Flight Datasets

Custom Flight Scraping Projects

Live Ticket Tracking

Aggregate the best travel options — remain competitive across markets

DataOx flight price scraper collects ticker prices across airlines, monitors new flights, and tracks changes in near real-time. We build custom APIs to stream monitoring data directly into your pricing system or ticket bot.

Fare changes detected in minutes

Dynamic pricing system integration

Seat availability tracked

Regional price data collected

Small airlines covered

Competitor pricing dashboards created

Hidden charges data added

Historical Flight Analysis

Collect flight data at scale to predict the next market move

DataOx flight scraper allows you to gather airline data over weeks and months and analyse it for insights. See demand patterns and price fluctuations across the industry and adjust your strategy for the high season.

Pricing trends spotted

Demand data collected

Seasonal changes tracked

Price pattern analysis included

Delays recorded

Route changes mapped

Market Research

Turn public flight data into competitive intelligence

DataOx collects flight data to help airlines and travel agencies scale up their analysis. Benchmark your pricing to fix outdated fares, spot booking patterns, and adjust your routes to meet market opportunities.

Demand shifts tracked

Pricing tactics analysed

Seat availability monitored

Fare classes data collected

Comparison dashboards set up

Additional fees included

Airline Review Monitoring

Solve customers’ problems to earn their trust

DataOx scrapes airport review platforms, Google Reviews, and social media to power your sentiment analysis. Augment your market research with customer complaints and preferences to meet their travel needs.

Scheduled review scraping

Raw texts or structured datasets

Negative reviews flagged

AI-powered summaries

Common complaints highlighted

Sentiment trends identified

Ai-Ready Flight Datasets

High-quality travel data for reliable AI assistants

40% of people already use AI to plan their trips. DataOx delivers data to businesses that build specialised AI assistants to create personalised routes and automate planning for tourists and agencies.

Flight data extraction at scale

Real-time data delivery

Custom data structure

Annotated datasets for machine learning

AI integration services

Data integration via API

Custom Flight Scraping Projects

Scalable solutions to meet your current and future needs

DataOx develops flight price scrapers for the specific needs of your business. Innovate your market with a reliable data foundation.

Fully custom development

Regional airline adaptation

Integration with your products

Live dashboards set up

Custom dataset design

Reliable support team

Flight Scraping Solutions for All Data Needs

Dynamic pricing algorithms, predictive analysis tools, and ticket aggregators run on data. DataOx collects high-quality datasets for tech and research teams. We create a customised flight scraper, Python-based or built on other technologies that fit your specific sources, and deliver data on your schedule.

Live Ticket Tracking

Aggregate the best travel options — remain competitive across markets

DataOx flight price scraper collects ticker prices across airlines, monitors new flights, and tracks changes in near real-time. We build custom APIs to stream monitoring data directly into your pricing system or ticket bot.

Fare changes detected in minutes

Dynamic pricing system integration

Seat availability tracked

Regional price data collected

Small airlines covered

Competitor pricing dashboards created

Hidden charges data added

Historical Flight Analysis

Collect flight data at scale to predict the next market move

DataOx flight scraper allows you to gather airline data over weeks and months and analyse it for insights. See demand patterns and price fluctuations across the industry and adjust your strategy for the high season.

Pricing trends spotted

Demand data collected

Seasonal changes tracked

Price pattern analysis included

Delays recorded

Route changes mapped

Market Research

Turn public flight data into competitive intelligence

DataOx collects flight data to help airlines and travel agencies scale up their analysis. Benchmark your pricing to fix outdated fares, spot booking patterns, and adjust your routes to meet market opportunities.

Demand shifts tracked

Pricing tactics analysed

Seat availability monitored

Fare classes data collected

Comparison dashboards set up

Additional fees included

Airline Review Monitoring

Solve customers’ problems to earn their trust

DataOx scrapes airport review platforms, Google Reviews, and social media to power your sentiment analysis. Augment your market research with customer complaints and preferences to meet their travel needs.

Scheduled review scraping

Raw texts or structured datasets

Negative reviews flagged

AI-powered summaries

Common complaints highlighted

Sentiment trends identified

Ai-Ready Flight Datasets

High-quality travel data for reliable AI assistants

40% of people already use AI to plan their trips. DataOx delivers data to businesses that build specialised AI assistants to create personalised routes and automate planning for tourists and agencies.

Flight data extraction at scale

Real-time data delivery

Custom data structure

Annotated datasets for machine learning

AI integration services

Data integration via API

Custom Flight Scraping Projects

Scalable solutions to meet your current and future needs

DataOx develops flight price scrapers for the specific needs of your business. Innovate your market with a reliable data foundation.

Fully custom development

Regional airline adaptation

Integration with your products

Live dashboards set up

Custom dataset design

Reliable support team

Who We Serve

Flight Data Scraping For Airlines

Airlines

Real-Time Flight Data For Travel Agencies & OTAs

Travel Agencies

and OTAs

Flight Data API For Travel Tech Startups

Travel Tech

Startups

Flight Availability Data For Tour Operators

Tour Operators

Automated Flight Ticket Monitoring Data

Ticket Monitoring

Tools

Flight Data Analytics For SaaS Platforms

Travel Analytics

SaaS

Flight Pricing Data For Revenue Optimization

Revenue Management

Platforms

Flight Market Data For Tourism Boards And DMOs

Tourism Boards

and DMOs

Need Reliable Data Delivery That Scales? Let’s Talk!

From initial data requirements analysis to fully automated delivery pipelines, our team handles the complete data extraction and processing workflow. Stop wasting time on manual data collection and start making data-driven decisions faster.

Discuss my needs
Group 633043 3

Scrape any airline, feed any system

DataOx delivers data files to your email or integrates data flow directly to your system. Power your analytics and monitoring platforms with our reliable data supply.

Google Flights — Flight search and price comparison platform

Google Flights

Expedia — Online travel booking and flight aggregation service

Expedia

Kayak — Travel metasearch engine for flights and hotels

Kayak

Booking.com — Global travel booking platform with flight search

Booking.com

Priceline — Discount travel booking platform for flights and hotels

Priceline

Agoda — Online travel agency specializing in travel and flight deals

Agoda

Skyscanner — Global flight search and comparison engine

Skyscanner

Momondo — Travel search engine for flights and price insights

Momondo

Skytrax — Airline and airport review and ranking platform

Skytrax

Ryanair — Low-cost airline carrier in Europe

Ryanair

American Airlines — Major US airline carrier and global flight operator

American Airlines

CSV file icon – Data scraping jobs delivered in CSV format for easy spreadsheet analysis

CSV

XLSX file icon – Web scraping job data with Excel file delivery for workforce analytics

XLSX

JSON file icon – Job scraping API providing structured, API-ready data for automation

JSON

XML file icon – Custom web scraping jobs outputting data

XML

Database Icon 40x40 2 1

Database

CRM icon – Scrape jobs from the internet and integrate data into CRM

CRM

Dashboards icon – Job scraping software feeding dashboards for business

Dashboards

Analytics icon – Extracted data prepared for analytics and performance measurement across business metrics.

Analytics

Insights icon – Data scraping jobs delivering actionable insights for business decision making

Insights

API icon – Web scraping data доступний через API for direct system integration and automation.

API

Email icon – регулярні email deliveries of scraped datasets and status notifications.

Email

use cases

Ticket aggregation

DataOx flight scraper gathers data from hundreds of airline websites, meta-search engines, and online travel agencies to feed your system.

We build custom APIs and organize data by regions, airports, pricing, or your custom priorities to make ticket search and purchase faster.

Dynamic pricing

You change your prices based on the calendar and demand on your website, but that is hardly a full picture of your industry.

DataOx aggregates prices and seat availability of all of your competitors. We integrate flight price scraper data directly into your system to automate repricing decisions and power fare prediction models.

Travel planning

Travel agency teams spend hours monitoring multiple airlines.

DataOx delivers flight data to live dashboards to help you plan faster. Create tours for any budget, add new destinations, cut travel time, and add review summaries to give your customers a better holiday experience.

Ai assistant training

Travelers spend hours researching trips, and yet pay hidden charges and baggage fees.

AI tools can identify the fastest or cheapest routes, explain airline policies in simple terms, and highlight risky ideas. DataOx collects aviation data and delivers it in structured datasets ready for AI training or configuration.

Travel expense management

Business trip spending can be cut without sacrificing comfort.

DataOx delivers flight data that helps travel managers find the cheapest options for different cabin classes and plan connecting flights with ease. Combine it with hotel prices tracking and car rental data for comprehensive solutions.

travel planning with python flight scraper

Flight data categories we scrape

Ticket prices

Baggage fees

Routes

Schedules

Seat availability

Fare classes

Delays

Meal options

Baggage size

Airport data

Reviews

a professional working with flight scraper — python solution

8 Years of Uninterrupted Growth: How We Built the Ultimate AI Recruitment Platform from Scratch

Challenge

Discovered as the recruitment automation company needed to develop and scale AI-powered tools for small and mid-sized businesses. The core product – a customizable interview guide generator – required continuous development, enhancement, and strategic technical implementation to stay competitive in the rapidly evolving HR tech market.

Solution

Services delivered

Data Services:

  • Data integration
  • IDP (Intelligent document processing)

ATS (application tracking system) development

Development services:

  • API development
  • Full-stack Custom SaaS development
  • AI-driven behavior automation implementation
  • Continuous platform enhancement and maintenance
  • Advanced onboarding system development
Data engineer working on AI recruitment platform using custom web scraping jobs for talent sourcing
Fletcher Wimbush CEO of discovered.ai using web scraping services and custom data extraction solutions

fletcher wimbush

Founder & CEO

client priority

Team stability and dedicated support – ensuring consistent development team throughout the 8+ year partnership

Results

Platform Scale & Performance:

  • 900K+ candidates in the system with 780K resumes
  • 3.8K active job openings from 20K total posted
  • 2.5K active client companies with 1K new companies added annually
  • 3TB of data storage (AWS S3) supporting massive operations
  • 120K assessments completed in the last year
  • 20K video interviews conducted and processed

CHOOSE YOUR FLIGHT DATA SOURCES TO SCRAPE

    Google Flights — Flight search and price comparison platform

    Google Flights

    Expedia

    Expedia

    Kayak

    Kayak

    Booking.com

    Booking.com

    Priceline

    Priceline

    Agoda

    Agoda

    Skyscanner — Global flight search and comparison engine

    Skyscanner

    FlyerTalk Travel Forum Data Scraping Services

    Flyertalk

    TripAdvisor

    TripAdvisor

    Skytrax Airline Review Data Scraping

    Skytrax

    Ryanair Flight Data Scraping

    Ryanair

    American Airlines Flight Data Scraping

    American Airlines

    Emirates Flight Data Scraping

    Emirates

    Lufthansa Flight Data Scraping

    Lufthansa

    Singapore Airlines Flight Data Scraping

    Singapore

    Custom icon – Web scraping jobs from any specified data source for recruitment or analytics

    Custom

    Get a Quote

    our simple 5-step process

    Getting started with DataOx.

    Step 1

    Send Us a Request

    Choose the Most Convenient Way to Reach Us

    You can contact us through the channel that works best for you:

    Send request illustration
    Contacting DataOx for web scraping services via WhatsApp email or phone for custom data extraction

    Email sales@data-ox.com or any contact button on our website. Our average response time is 2-4 hours during business days.

    Schedule a call directly through our Calendly – the quickest way to discuss your data requirements and project scope.

    Schedule a call directly through our Calendly – the quickest way to discuss your data requirements and project scope.

    WhatsApp for quick questions

    WhatsApp for quick questions or to start the conversation about your project needs.

    Step 2

    Discuss Your Requirements (+ NDA IF NEEDED)

    We Listen to Understand Your Needs

    During our initial conversation, we focus on understanding your specific data requirements, business goals, and expected outcomes. For sensitive projects, we can sign an NDA before diving into details. We ask targeted questions to clarify scope and identify the best approach for your project.

    Contacting DataOx for web scraping services
    Contacting DataOx for web scraping services via WhatsApp email or phone for custom data extraction

    What data you need and from which sources

    Discussing web scraping requirements with DataOx experts for custom data extraction and automated collection

    Your timeline and delivery preferences

    Receiving detailed proposal for web scraping services with timeline scope and pricing for data extraction

    Technical requirements and integrations

    Contract and project kickoff for web scraping services with dedicated team for custom data extraction

    Budget considerations and project scope

    NDA and confidentiality

    NDA and confidentiality (optional)

    Step 3

    Receive Your Proposal

    Clear Scope, Timeline, and Pricing

    You’ll receive a detailed proposal with everything you need to make an informed decision:

    Step 3: Receiving detailed proposal for web scraping services with timeline scope and pricing for data extraction
    Project scope and deliverables

    Project scope and deliverables

    Technical approach and methodology

    Technical approach and methodology

    Timeline with key milestones

    Timeline with key milestones

    Fixed pricing with no hidden costs

    Fixed pricing with no hidden costs

    Data delivery format and schedule

    Data delivery format and schedule

    Step 4

    Contract & Project Kickoff

    Let's Make It Official and Start Building

    Once you approve the proposal, we’ll sign the service agreement and introduce your dedicated project manager. Our team will be assembled and ready to start up to 10 days.

    Step 4: Contract and project kickoff for web scraping services with dedicated team for custom data extraction

    Step 5

    Delivery & Ongoing Support

    Reliable Results and Long-term Partnership

    We deliver your data solution on time, with full documentation and support. Our relationship doesn’t end at delivery – we provide ongoing maintenance and optimization as your business grows.

    Automated data delivery and ongoing support for reliable web scraping services and long-term partnership

    why companies choose dataox

    reliable delivery, guaranteed stability

    100% uptime guarantee and stable data delivery with DataOx scraping services

    We ensure consistent data flows with 100% uptime. Your business operations run smoothly without interruptions or data gaps.

    100% uptime guarantee and stable data delivery with DataOx scraping services

    data quality you

    can trust

    Reliable and accurate data delivery through automation and QA

    Smart automation + manual QA where it matters — for accurate, consistent, and business-ready results.

    Reliable and accurate data delivery through automation and QA

    proactive partnership,
    not just service

    Strategic partnership and proactive problem-solving — DataOx client support

    We don’t just listen — we actively help solve your challenges. Our team anticipates issues and provides strategic guidance throughout the project.

    Strategic partnership and proactive problem-solving — DataOx client support

    сost-effective
    at scale

    Scalable web scraping with cost-effective pricing model

    Whether it’s 1 source or 3,000 — you pay for value, not overhead.

    Scalable web scraping with cost-effective pricing model

    complete confidentiality protection

    Secure data handling with NDA protection — DataOx confidentiality guarantee

    Your project stays secure with comprehensive NDAs. We never share, reuse, or transfer your data to third parties — your competitive advantage remains yours.

    Secure data handling with NDA protection — DataOx confidentiality guarantee

    manual work out, automation in

    We automate your data collection and delivery — so your team stays focused on what matters.

    Data automation instead of manual work — DataOx core advantage

    trusted by clients who value data security

    For full details, visit our Privacy Policy

    SSL encryption ensures secure data transfers

    SSL Secured

    We follow GDPR-inspired best practices for responsible data handling

    GDPR Ready

    Transparent data use aligned with CCPA principles

    CCPA Aware

    Clear privacy policy and consent-based data collection

    Transparent Data Use

    trusted technologies behind our data solutions

    core languages

    Python logo - Web scraping with Python for custom data solutions

    Python

    Java logo - data scraping company enterprise technology for scalable web scrapers

    Java

    JavaScript logo - custom web scraping services for dynamic web scraping solutions

    Java Script

    web scraping & crawling

    Playwright

    Playwright

    jsoup 1

    jsoup

    Scrapy

    Scrapy

    Selenium logo - data scraping services tool for custom web scraping services

    Selenium

    Puppeteer

    Puppeteer

    data processing & enrichment

    Pandas logo - data scraping company tool for processing extracted structured data

    Pandas

    NumPy logo - custom data solutions for numerical data processing workflows

    NumPy

    Dask logo - scalable web scrapers for large-scale data scraping services

    Dask

    PySpark logo - data scraping services for big data and extract structured data

    PySpark

    OpenRefine logo - data scraping company tool for cleaning extracted structured data

    Open Refine

    GPT API logo - custom data services using AI for tailored data solutions

    GPT API

    Clearbit logo - integrated data services for business data enrichment

    Clearbit

    system integration & apis

    FastAPI

    FastAPI

    Spring Boot

    Spring Boot

    Kafka

    Kafka

    RabbitMQ logo - integrated data services message queue for data delivery pipelines

    RabbitMQ

    REST

    REST

    GraphQL

    GraphQL

    document & ticket automation

    Tesseract

    Tesseract

    pdfminer

    pdfminer

    Camelot

    Camelot

    PDFBox

    2Captcha

    2Captcha

    Amadeus API

    Amadeus API

    Eventbrite API

    Eventbrite API

    custom data visualization

    Plotly

    Plotly

    Streamlit

    Streamlit

    Seaborn

    Seaborn

    Matplotlib

    Matplotlib

    Bokeh

    Bokeh

    Altair

    Altair

    D3.js

    D3.js

    Chart.js

    Chart.js

    Highcharts

    Highcharts

    cloud & delivery infrastructure

    AWS

    AWS

    Docker

    Docker

    GitHub Actions

    GitHub Actions

    Redis

    Redis

    PostgreSQL

    PostgreSQL

    Firebase

    Firebase

    Heroku

    Heroku

    what our clients say about us

    I’ve worked with Vladislav and DataOx twice now and have been impressed both times. They don’t just do everything they committed to do — on time and on budget — but they go above and beyond. On this second project, they showed initiative and added something they suspected I would want. They were right. I cannot recommend him and them any more enthusiastically. I’m a big fan.

    Photo of jeff leitner

    jeff leitner

    March 13, 2026

    We worked with the DataOx team on a complex internal project that involved building a custom software solution with Slack Bot integration, sophisticated server-side logic, and automated API workflows. The system needed to fetch, process, and store data in an intermediate database, and—only if specific conditions were met—push that data through additional APIs to our target software. It was no small task.
    So far, everything is running flawlessly, and we couldn’t be more satisfied. Their communication was consistently sharp, fast, and proactive—so fast, in fact, we sometimes had to catch up with them! Whether it was refining a feature, squashing a bug, or adjusting requirements on the fly, the team was always on it.

    What really stood out was the professionalism: we had a dedicated, experienced project manager who kept everything aligned and moving smoothly. DataOx truly listens, understands your needs, and delivers high-quality work with precision.

    If we could give 10 stars, we would. Highly recommend this outstanding team—and we’re definitely looking forward to working with them again!

    Photo of ilia sokolovskiy

    ilia sokolovskiy

    March 13, 2026

    We’re a UK based operation, and have worked on a couple of projects with DataOX over the last two years. I’ve been impressed with every project, as they’ve been delivered to the spec I’ve requested, alongside all the changes I asked for along the way.

    I was initially concerned about whether there would be a language barrier, but the developers, business leads and representatives of the company communicate in excellent English.

    We’ll continue to work with DataOX on projects in the future, and I’d highly recommend them to anybody reading this!

    andrew napier

    March 13, 2026

    Prompt. Got Job Done exactly how we wanted. Communicated clearly with the team about expectations and deadlines.

    Photo of mike goetsch

    mike goetsch

    March 13, 2026

    High Quality, fast data scraping from the team at DataOx. Very communicative and always proactive in understanding requirements before starting the work. Used multiple times, and will be using in the future!

    Photo of andrew haynes

    andrew haynes

    March 13, 2026

    Both the quality and the speed of delivery were awesome, and the communication along the way with our project manager and sales leader was perfect. They were both good at eliminating ambiguity in our requirements which resulted in a delivery we are very happy with.

    Photo of josh albrechtsen

    josh albrechtsen

    March 13, 2026

    I worked with DataOx on a data scraping. everything was done on time and with high quality. Vladislav and his team showed a high level of professionalism and attention to detail. I recommend DataOx to anyone looking for reliable specialists in web scraping!

    Photo of olim rakhmatov

    olim rakhmatov

    March 13, 2026

    These guys are simply the greatest. They are timely and accurate in their work, they communicate quickly, and I feel they genuinely understand and care for our needs. Whatever we have asked for, they have delivered. They made us a web scraper and automated many processes for our webshop. We started working together with Andrew and Bogdan in November 2022, and they are a delight to work with. Bogdan as our project leader, has been great! We will continue to work with DataOx for our projects.

    Photo of petter trønsdal

    petter trønsdal

    March 13, 2026

    COMMON QUESTIONS ABOUT FLIGHT SCRAPER

    What is a flight price scraper?

    A flight price scraper is an automated tool that collects flight fares, baggage fees, and additional charges across airline websites and other public sources. DataOx builds custom scrapers for every client to help them monitor price changes and compare carriers without manual search.

    Can you monitor flight prices in real time?

    Yes. DataOx checks pricing pages every few seconds to deliver the fares to your system or send notifications about meaningful changes. You can track market trends for different destinations and catch discounts and mistake fares.

    What flight data can you collect?

    DataOx collects publicly available flight data, including prices, schedules, routes, seat availability, fare classes, airline reviews, and more. Tell us about your data needs and delivery format: raw, structured, or prepared for AI training.

    Can you build a custom Python flight scraper for my use case?

    Yes, DataOx develops personalised scraping solutions for each client. We combine Python, APIs, headless browsers, and other tools depending on your specific use case. Whether you are adjusting a repricer, building a ticket aggregator, or training an AI model, we deliver the data prepared for your needs.

    How do you handle anti-bot protections on airline sites?

    DataOx uses proxy rotation, anti-detection patches, and other specialised tools that mimic human behavior and provide reliable access to flight details. Our team handles scraper maintenance and delivers ready-to-use data so you can focus on developing your product.

    What format does the flight data arrive in?

    XLSX, CSV, JSON, XML, or any other format you need. DataOx sends datasets or connects data directly to your dashboard or product via a custom API.

    Can I see data samples before paying for your services?

    Yes. DataOx provides sample datasets in your preferred format ahead of any purchase. You see what the output looks like before committing to our flight scraper.

      Get A Cost Estimate For Flight Scraping Services

      Please answer a few questions about your data needs, and our experts will get back to you with a custom cost estimate.

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      Just one more step!

      Thanks for sharing your data needs with us! 👋

      You will receive the estimate for your project within 72 hours. It’s non-binding and absolutely free.