SYSTEM all green source tui.com queue 18,492 searches p99 latency 845ms dataflirt.com · scraper/tui-com
RUN : 84 active pipelines : tui.com live

Tui travel data,
at warehouse scale.

We extract package holidays, flight schedules, hotel availability, and dynamic pricing from Tui. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Packages extracted
412K /day
Price updates
1.8M /24h
Hotel records
45,192 /run
Active pipelines
84
Uptime
99.94%
Data Dictionary

Every field we extract from tui.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Package Holidays objects from tui.com. All fields typed and schema-versioned.

package_iddestinationhotel_namedeparture_airportdeparture_dateduration_nightsprice_per_persontotal_priceboard_basisroom_typeratingreview_count
package_holidays
● 200 OK
"package_id": "PKG-98234-EUR",
"destination": "Majorca, Spain",
"hotel_name": "TUI BLUE Alcudia Pins",
"departure_airport": "London Gatwick",
"departure_date": "2026-07-14",
"duration_nights": 7,
"price_per_person": 845.0,
"total_price": 1690.0,
"board_basis": "All Inclusive",
"room_type": "One Bedroom Apartment"
# package_iddestinationhotel_namedeparture_airportdeparture_dateduration_nights
1
2
3

Complete list of extractable fields for Flights objects from tui.com. All fields typed and schema-versioned.

flight_numberorigindestinationdeparture_timearrival_timeairlineaircraft_typepricebaggage_allowancecabin_classavailability_status
flights
● 200 OK
"flight_number": "TOM4592",
"origin": "Manchester (MAN)",
"destination": "Tenerife South (TFS)",
"departure_time": "2026-08-10T06:15:00Z",
"arrival_time": "2026-08-10T10:45:00Z",
"airline": "TUI Airways",
"price": 215.5,
"cabin_class": "Economy",
"availability_status": "Available"
# flight_numberorigindestinationdeparture_timearrival_timeairline
1
2
3

Complete list of extractable fields for Hotels & Resorts objects from tui.com. All fields typed and schema-versioned.

hotel_idnamelocationstar_ratingtui_collectionamenitiescoordinatesdistance_to_beachfamily_friendlyadults_only
hotels_& resorts
● 200 OK
"hotel_id": "HTL-44912",
"name": "TUI SENSATORI Biomar",
"location": "Sa Coma, Majorca",
"star_rating": 5.0,
"tui_collection": "TUI SENSATORI",
"distance_to_beach": "200m",
"family_friendly": true,
"adults_only": false
# hotel_idnamelocationstar_ratingtui_collectionamenities
1
2
3

Complete list of extractable fields for Cruises objects from tui.com. All fields typed and schema-versioned.

itinerary_idship_namedeparture_portnightsports_of_callcabin_typepricesailing_datedeck_plan_url
cruises
● 200 OK
"itinerary_id": "CRU-7721",
"ship_name": "Marella Discovery",
"departure_port": "Palma, Majorca",
"nights": 7,
"ports_of_call": "['Palma', 'Ajaccio', 'Civitavecchia', 'Livorno', 'St Raphael', 'Barcelona']",
"cabin_type": "Balcony Cabin",
"price": 1250.0,
"sailing_date": "2026-09-05"
# itinerary_idship_namedeparture_portnightsports_of_callcabin_type
1
2
3

Complete list of extractable fields for Excursions objects from tui.com. All fields typed and schema-versioned.

activity_idtitledestinationdurationpricecategoryage_restrictionsincludes_transfercancellation_policy
excursions
● 200 OK
"activity_id": "EXC-1094",
"title": "Teide By Night",
"destination": "Tenerife",
"duration": "6 hours",
"price": 55.0,
"category": "Sightseeing",
"includes_transfer": true,
"cancellation_policy": "Free cancellation up to 24 hours before"
# activity_idtitledestinationdurationpricecategory
1
2
3

Capabilities

Everything you need from Tui: nothing you do not

Our Tui scraper handles the complexity of travel aggregation: dynamic pricing APIs, complex search state management, and geo-fenced availability grids.

Package Holiday Aggregation

Extract full package details including flights, transfers, accommodation, and board basis across all European departure airports.

Dynamic Price Tracking

Capture price variations based on party size, child ages, departure dates, and room upgrades. Timestamped per extraction.

Flight Schedule Extraction

Monitor TUI Airways routes, availability status, cabin class pricing, and baggage allowance rules.

Hotel & Resort Metadata

Scrape TUI Blue, Sensatori, and Magic Life properties for amenities, location coordinates, and star ratings.

Availability Calendars

Map full season availability grids to identify sold-out dates and peak pricing windows.

Board Basis & Room Types

Distinguish pricing tiers between All Inclusive, Half Board, Self Catering, and specific room categories.

Multi-Region Support

Extract localized pricing and availability from tui.co.uk, tui.de, tui.nl, and other regional domains.

Cruise Itineraries

Extract Marella Cruises data including deck plans, cabin availability, and port-of-call schedules.

Scheduled + Streaming Modes

Run one-off bulk exports or configure continuous pipelines at hourly or daily cadences with change-detection.

// engagement pipeline

From search parameters to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide departure airports, destinations, date ranges, and party sizes. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy and Playwright crawlers, proxy rotation, and session management for tui.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, and price-outlier detection before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our Tui pipeline handles the hard parts

Travel aggregators heavily protect their pricing endpoints. Here is how we stay resilient.

pipeline-monitor · tui.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Geo-fenced pricing
Market-specific residential proxies

Tui displays different prices and availability based on the user's IP address. Our crawlers use residential ISP proxies located in the target market to ensure accurate local pricing extraction.

Complex search state
Full Playwright session management

Travel searches require maintaining complex state across multiple requests: departure airport, destination, dates, and precise passenger ages. We manage these sessions meticulously using Playwright to ensure valid responses.

Dynamic API responses
XHR interception and payload parsing

Pricing grids on Tui are populated via complex backend API calls rather than static HTML. We intercept these XHR requests directly, parsing the raw JSON payloads for maximum accuracy and speed.

Rate limiting
Intelligent throttling and rotation

Aggressive scraping triggers temporary IP bans. We implement randomised request delays, concurrency limits, and automatic proxy rotation to maintain a healthy extraction rate without triggering defensive measures.

Schema volatility
Resilient selectors with fallback chains

Tui frequently updates its frontend architecture. Our selector strategy uses multiple fallback chains per field, combining CSS selectors, XPath, and API payload extraction to maintain pipeline stability.

Applications

Who uses Tui data and how

Teams across industries use tui.com data to build competitive products and smarter operations.

01
Competitor Price Monitoring

Travel agencies and rival tour operators monitor Tui pricing to adjust their own package rates and maintain market competitiveness.

02
Yield Management

Airlines and hoteliers analyse Tui package pricing to optimise their own inventory distribution and revenue management strategies.

03
Market Trend Analysis

Analysts track destination popularity, average duration stays, and seasonal price fluctuations to identify emerging travel trends.

04
Aggregator Feeds

Meta-search engines ingest Tui pricing data to provide comprehensive comparison options for end consumers.

05
Demand Forecasting

Tourism boards correlate Tui flight capacity and package availability with local economic indicators to forecast visitor numbers.

06
Investment Due Diligence

Private equity firms evaluate Tui market share, pricing power, and inventory turnover across key European source markets.

Why DataFlirt

"Tui holds the definitive dataset for European package holidays and charter flights. Accessing it programmatically requires navigating complex session states and geo-fenced pricing APIs."

Travel aggregators heavily protect their pricing endpoints. Reliable extraction from tui.com requires residential IPs, session cookie management, and full JavaScript execution to hydrate pricing grids. DataFlirt manages this infrastructure so your data teams can focus on yield optimisation and market analysis.

Technical Spec

Tui scraper technical capabilities

Everything supported by our tui.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Full Playwright sessions required for dynamic pricing grids and availability calendars
Supported
Residential proxy rotation
ISP-grade residential IPs from UK, DE, NL pools rotated per session
Supported
Multi-region domains
tui.co.uk, tui.de, tui.nl, tui.be, and other regional variants
Supported
XHR/API interception
Direct extraction from backend pricing APIs for improved reliability
Supported
Change detection (diffs)
Hash-based diff to emit only records with changed prices since last run
Supported
Webhook delivery
HTTP POST per record or batch for real-time pricing alerts
Supported
Past booking history
Requires user authentication and violates standard data privacy policies
Partial
User loyalty points
Gated behind Tui account login walls
Partial
Infrastructure

Infrastructure powering the Tui pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration and retry logic. Playwright manages complex travel search sessions, cookie persistence, and XHR interception.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across key European markets. Rotation happens per-session to ensure accurate geo-fenced pricing.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. State is stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested schema versioned per run
CSV
Flat file with typed columns for quick analysis
XLS
Excel compatible format for business teams
Parquet
Columnar format for BigQuery and Snowflake
AWS S3
Direct bucket delivery compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoints to query historical extraction runs
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About tui.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Tui legal?

Scraping publicly available pricing and availability data is generally permissible. DataFlirt targets only public, non-authenticated package, flight, and hotel data. We do not extract personal data or circumvent authentication walls. Clients should review Tui terms of service and consult legal counsel.

How do you handle geo-fenced pricing?

We route requests through residential proxies located in the target market (e.g., UK IPs for tui.co.uk). This ensures the pricing returned matches what a local consumer would see.

Can you track prices for specific party sizes?

Yes. We can configure the pipeline to search for specific combinations, such as two adults and two children of specified ages, to capture accurate dynamic pricing.

How fresh is the data?

We can run pipelines at hourly cadences for high-priority routes or destinations. Full catalogue refreshes typically run on a daily schedule.

Do you extract data from Marella Cruises?

Yes. We extract full cruise itineraries, cabin availability, deck plans, and pricing from the Marella Cruises section of the Tui website.

What is the minimum viable engagement?

Our smallest packages start at a defined set of departure airports and destinations with daily delivery. Contact us with your specific parameters for a scoped quote.

Can I request a sample dataset?

Yes. We provide a sample run covering selected routes or destinations during the scoping process so you can validate schema fit and data quality.

$ dataflirt scope --new-project --source=tui.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a daily feed of package holiday prices or continuous monitoring of flight availability, we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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