SYSTEM all green source jet2.com queue 14,892 routes p99 latency 315ms dataflirt.com · scraper/jet2-com
RUN · 64 active pipelines · jet2.com live

Jet2 data,
at warehouse scale.

We extract flight schedules, dynamic pricing, package holiday deals, and seat availability from Jet2. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Flights extracted
312K /day
Price updates
1.4M /24h
Holiday packages
89K /run
Active pipelines
64
Uptime
99.94%
Data Dictionary

Every field we extract from jet2.com

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

Complete list of extractable fields for Flight Pricing objects from jet2.com. All fields typed and schema-versioned.

flight_numberdeparture_airportarrival_airportdeparture_timearrival_timebase_pricecurrencyseats_remainingcabin_classtax_amount
flight_pricing
● 200 OK
"flight_number": "LS123",
"departure_airport": "MAN",
"arrival_airport": "ALC",
"departure_time": "2026-06-15T07:15:00Z",
"base_price": 84.0,
"currency": "GBP",
"seats_remaining": 4,
"tax_amount": 13.5
# flight_numberdeparture_airportarrival_airportdeparture_timearrival_timebase_price
1
2
3

Complete list of extractable fields for Package Holidays objects from jet2.com. All fields typed and schema-versioned.

package_iddestinationhotel_namestar_ratingboard_basisduration_nightsdeparture_datetotal_priceper_person_priceflight_includedtransfers_included
package_holidays
● 200 OK
"package_id": "J2H-88492-ALC",
"destination": "Alicante, Spain",
"hotel_name": "Sol Pelicanos Ocas",
"star_rating": 4.0,
"board_basis": "Half Board",
"duration_nights": 7,
"per_person_price": 549.0,
"transfers_included": true
# package_iddestinationhotel_namestar_ratingboard_basisduration_nights
1
2
3

Complete list of extractable fields for Hotel Details objects from jet2.com. All fields typed and schema-versioned.

hotel_idnamelocationdescriptionamenitiestripadvisor_ratingimage_urlsroom_typesdistance_to_beachdistance_to_airport
hotel_details
● 200 OK
"hotel_id": "HTL-4491",
"name": "Sol Pelicanos Ocas",
"location": "Benidorm, Costa Blanca",
"tripadvisor_rating": 4.5,
"distance_to_beach": "300m",
"distance_to_airport": "58km",
"amenities": "['Pool', 'Free WiFi', 'Restaurant', 'Bar']"
# hotel_idnamelocationdescriptionamenitiestripadvisor_rating
1
2
3

Complete list of extractable fields for Ancillary Fees objects from jet2.com. All fields typed and schema-versioned.

flight_numberroutebag_fee_22kgcabin_bag_fee_10kgseat_selection_fee_standardseat_selection_fee_extra_legroomsports_equipment_feemeal_fee
ancillary_fees
● 200 OK
"flight_number": "LS123",
"route": "MAN-ALC",
"bag_fee_22kg": 35.0,
"cabin_bag_fee_10kg": 15.0,
"seat_selection_fee_standard": 8.5,
"seat_selection_fee_extra_legroom": 22.0,
"meal_fee": 9.5
# flight_numberroutebag_fee_22kgcabin_bag_fee_10kgseat_selection_fee_standardseat_selection_fee_extra_legroom
1
2
3

Complete list of extractable fields for Route Network objects from jet2.com. All fields typed and schema-versioned.

origin_codedestination_codeorigin_namedestination_nameflight_frequencydays_of_weekseason_startseason_endroute_active
route_network
● 200 OK
"origin_code": "MAN",
"destination_code": "ALC",
"origin_name": "Manchester",
"destination_name": "Alicante",
"flight_frequency": "Daily",
"days_of_week": "['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun']",
"route_active": true
# origin_codedestination_codeorigin_namedestination_nameflight_frequencydays_of_week
1
2
3

Capabilities

Complete visibility into Jet2 operations

Our Jet2 scraper navigates complex flight search flows, holiday package configurations, and dynamic session states to deliver accurate pricing and availability data.

Flight Pricing & Schedules

Extract base fares, taxes, departure times, and flight durations across the entire Jet2 route network.

Jet2holidays Packages

Capture combined flight and hotel deals, including board basis, transfer inclusions, and per-person pricing logic.

Seat Availability

Monitor remaining seat counts and cabin capacity indicators to track booking velocity and yield management.

Ancillary Fee Tracking

Extract dynamic pricing for 22kg hold bags, 10kg cabin bags, seat selection, and in-flight meals.

Hotel Metadata

Scrape property details, amenities, TripAdvisor ratings, and room configurations for all Jet2holidays properties.

Route Network Mapping

Track active routes, seasonal start dates, and flight frequencies from all UK bases to European destinations.

Vibe by Jet2

Isolate and extract deals specific to the Vibe brand, targeting young adult and party holiday demographics.

Multi-Currency Support

Extract pricing in GBP or EUR depending on the point of sale and origin airport.

Scheduled + Streaming Modes

Run one-off bulk exports or configure continuous pipelines at hourly, daily, or real-time cadences.

Anti-Bot Circumvention

Bypass airline bot protection using residential IP rotation, TLS fingerprinting, and automated CAPTCHA solvers.

// engagement pipeline

From route list to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Provide origin airports, destinations, date ranges, or specific holiday properties. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, proxy rotation, session management, and CAPTCHA handling for jet2.com.

Validation & QA
d 4–6

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

Delivery
ongoing

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

Under the hood

How our Jet2 pipeline handles the hard parts

Airlines invest heavily in scraping detection and dynamic payload generation. Here is how we stay resilient.

pipeline-monitor · jet2.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
Session state management
Complex search flows require persistent cookies

Jet2 requires a valid session state to return flight pricing. Our crawlers manage cookie jars and session tokens across multi-step search requests to ensure the server returns valid availability data rather than blocking the request.

Anti-bot layer
Residential proxy rotation + fingerprint spoofing

Travel sites use advanced bot mitigation. We use UK-based residential ISP proxies with realistic browser fingerprints and automated solvers to bypass challenges without alerting security systems.

Dynamic payload generation
Intercepting flight search APIs

Instead of parsing complex HTML, we intercept the underlying XHR requests Jet2 uses to populate flight results. This yields cleaner JSON data, faster extraction, and lower bandwidth overhead.

Change detection
Only re-scrape what has changed

For large route networks, we maintain a hash index of last-seen values per flight. Subsequent runs only push diffs, reducing compute cost and downstream processing load.

Monitoring & alerting
24/7 pipeline health with anomaly detection

Every run emits structured logs to our observability stack. We alert on null-rate spikes, price outliers, schema drift, and coverage drops.

Applications

Who uses Jet2 data — and how

Teams across industries use jet2.com data to build competitive products and smarter operations.

01
OTA Price Parity

Online travel agencies monitor Jet2 direct pricing to ensure their package offerings remain competitive in the market.

02
Competitor Intelligence

Rival low-cost carriers track Jet2 base fares, ancillary fees, and route frequencies to adjust their own yield management strategies.

03
Travel Market Research

Analysts track destination popularity, seasonal route extensions, and hotel inventory to gauge UK outbound leisure travel demand.

04
Yield Management

Revenue managers correlate seat availability indicators with price movements to understand competitor pricing curves.

05
Ancillary Revenue Benchmarking

Airlines extract baggage and seat selection fees across different routes to optimise their own ancillary pricing models.

06
Route Profitability Analysis

Consultancies analyse flight frequencies and pricing on specific airport pairs to model route profitability and market share.

Why DataFlirt

"Jet2 controls a massive segment of UK leisure travel. Extracting their packaged holiday and flight data provides the definitive baseline for Mediterranean pricing trends."

Scraping airline data involves defeating aggressive anti-bot systems, managing complex session states, and parsing dynamic search payloads. DataFlirt handles the proxy rotation, JavaScript execution, and schema maintenance. You get structured JSON ready for analysis, without the engineering overhead.

Technical Spec

Jet2 scraper — technical capabilities

Everything supported by our jet2.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

Flight search API interception
Direct extraction from internal XHR endpoints for speed and accuracy
Supported
Package holiday parsing
Extraction of complex multi-component holiday deals
Supported
Residential proxy rotation
UK-based residential IPs to access localized pricing and bypass blocks
Supported
Session cookie management
Persistent sessions for multi-step booking flow extraction
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
Webhook delivery
HTTP POST per record for real-time pricing updates
Supported
Seat map availability
Extraction of remaining seat counts from booking flow data
Supported
Multi-currency pricing
Capture fares in GBP or EUR based on origin
Supported
MyJet2 account history
Past bookings and personal profile data require authentication
Partial
Boarding pass generation
Post-booking check-in flows and document generation are restricted
Partial
Infrastructure

Infrastructure powering the Jet2 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, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.

Residential Proxy Infrastructure

We maintain pools of residential ISP proxies across UK regions. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state 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 — Excel/Sheets compatible
XLS
Legacy spreadsheet format for business analysts
Parquet
Columnar format for BigQuery, Snowflake, Athena
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 your extracted datasets
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage + COPY INTO workflow — incremental or full-replace
PostgreSQL
Upsert into your existing schema with conflict resolution
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About jet2.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Jet2 legal?

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

How do you handle airline bot protection?

We use UK residential ISP proxies, full Playwright browser sessions, and request timing modelled on human behaviour. We intercept XHR requests directly where possible to minimise footprint, and use automated solvers for CAPTCHA challenges.

Can you scrape both flights and package holidays?

Yes. We support extraction from both the main Jet2 flight search engine and the Jet2holidays package platform, linking flight data with hotel inventory.

How fresh is the pricing data?

Pipeline frequency is configurable. We can run daily network-wide sweeps or high-frequency polling on specific high-value routes to capture intra-day yield management adjustments.

Do you extract ancillary fees like baggage and seats?

Yes. We extract dynamic pricing for hold luggage, cabin bags, seat selection, and sports equipment directly from the booking flow.

What is the minimum viable engagement?

Our smallest packages start at a defined route list or hotel subset with weekly delivery. For full network monitoring, we price based on volume and delivery frequency.

Can I request a sample dataset?

Absolutely. We provide a sample run of specific routes or holiday destinations as part of the scoping process so you can validate the schema before committing.

$ dataflirt scope --new-project --source=jet2.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 one-off route network dump or a continuous price-monitoring feed across thousands of holiday packages — we scope, build, and operate the pipeline. Tell us what you need.

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