SYSTEM all green source visitportugal.com queue 12,408 pages p99 latency 218ms dataflirt.com · scraper/visitportugal-com
RUN · 14 active pipelines · visitportugal.com live

Portugal tourism data,
structured for scale.

We extract destinations, POIs, cultural events, and regional itineraries from VisitPortugal. Delivered as clean JSON, CSV, or Parquet to S3 or Postgres on your schedule.

POIs extracted
14,892 /run
Event schedules
3,410 /month
Itinerary nodes
845 /run
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from visitportugal.com

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

Complete list of extractable fields for Points of Interest objects from visitportugal.com. All fields typed and schema-versioned.

poi_idnameregionmunicipalitycategorydescriptionlatitudelongitudeaddressphonewebsiteemailimage_urlsaccessibility_flags
points_of interest
● 200 OK
"poi_id": "PT-POI-9482",
"name": "Torre de Belem",
"region": "Lisboa",
"category": "Monument",
"latitude": 38.6915,
"longitude": -9.2159,
"accessibility_flags": "['wheelchair_access', 'tactile_models']"
# poi_idnameregionmunicipalitycategorydescription
1
2
3

Complete list of extractable fields for Events & Festivals objects from visitportugal.com. All fields typed and schema-versioned.

event_idtitlestart_dateend_datelocationregiondescriptioncategoryticket_urlorganizercontact_infoimage_url
events_& festivals
● 200 OK
"event_id": "EVT-2025-081",
"title": "NOS Alive",
"start_date": "2025-07-10",
"end_date": "2025-07-12",
"location": "Passeio Maritimo de Alges",
"category": "Music Festival",
"ticket_url": "https://nosalive.com/tickets"
# event_idtitlestart_dateend_datelocationregion
1
2
3

Complete list of extractable fields for Itineraries & Routes objects from visitportugal.com. All fields typed and schema-versioned.

route_idtitlethemeduration_daystotal_distance_kmtransport_modestopsdescriptionmap_urlregion
itineraries_& routes
● 200 OK
"route_id": "RT-ALGV-04",
"title": "Rota Vicentina",
"theme": "Nature & Hiking",
"duration_days": 5,
"total_distance_km": 120.5,
"transport_mode": "Walking",
"region": "Alentejo & Algarve"
# route_idtitlethemeduration_daystotal_distance_kmtransport_mode
1
2
3

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

listing_idnametypestar_ratingregionmunicipalityaddressphoneemailwebsitetotal_roomseco_certificationrnet_number
accommodation
● 200 OK
"listing_id": "ACC-3910",
"name": "Pousada de Lisboa",
"type": "Hotel",
"star_rating": 5,
"region": "Lisboa",
"municipality": "Lisboa",
"rnet_number": "7291"
# listing_idnametypestar_ratingregionmunicipality
1
2
3

Complete list of extractable fields for Surfing & Beaches objects from visitportugal.com. All fields typed and schema-versioned.

spot_idnameregionwave_typebottom_typebest_swell_directionbest_wind_directiontide_requirementsfacilitiesblue_flag_statusdescription
surfing_& beaches
● 200 OK
"spot_id": "SRF-042",
"name": "Supertubos",
"region": "Centro",
"wave_type": "Beach Break",
"bottom_type": "Sand",
"blue_flag_status": true,
"best_swell_direction": "NW"
# spot_idnameregionwave_typebottom_typebest_swell_direction
1
2
3

Capabilities

Complete coverage of Portugal's official tourism catalogue

Our VisitPortugal scraper maps the entire graph of regions, municipalities, POIs, and events. We handle multi-language variants, interactive map data extraction, and structural changes.

POI & Heritage Extraction

Monuments, museums, parks, and beaches complete with coordinates, historical descriptions, and accessibility details.

Event Calendar Sync

Extract upcoming cultural, sporting, and musical events with start/end dates, venues, and ticketing links.

Itinerary Node Mapping

Capture multi-day routes including sequential stops, transport modes, and total distances.

Accommodation Registry

Extract hotel, rural tourism, and hostel listings including RNET registration numbers and eco-certifications.

Surf & Nature Spots

Detailed extraction of surf breaks, hiking trails, wave characteristics, and Blue Flag beach statuses.

Multi-language Variants

Extract content across EN, PT, ES, FR, and DE localisations to support international travel applications.

Geospatial Data

Capture exact latitude and longitude coordinates for integration into mapping and routing engines.

Accessibility Metadata

Extract detailed wheelchair accessibility flags, tactile mapping availability, and audio guide presence.

Automated Diffing

Run pipelines monthly or weekly to detect new events or modified opening hours without redundant data drops.

// engagement pipeline

From target regions to warehouse records

Brief in. Clean data out.

Define Scope
d 0

Specify target regions, POI categories, or event date ranges. We map the extraction schema.

Pipeline Build
d 2–4

We configure crawlers, handle pagination, and render JavaScript map components for coordinate extraction.

Validation & QA
d 4–6

Schema validation, coordinate boundary checks, and translation alignment before full launch.

Delivery
ongoing

JSON, CSV, or Parquet pushed to your S3 bucket, Postgres database, or via Webhook.

Under the hood

Handling VisitPortugal's architecture

Extracting structured tourism data requires navigating dynamic maps, multi-language routing, and paginated directories.

pipeline-monitor · visitportugal.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
Dynamic maps
Map coordinate hydration

Many POI coordinates and route nodes are embedded in interactive map components rather than static HTML. We use Playwright to execute map scripts and intercept geospatial JSON payloads.

Localisation
Consistent multi-language scraping

VisitPortugal uses URL pathing and cookies for language selection. Our pipeline maintains strict session boundaries per locale, ensuring English queries do not return Portuguese descriptions.

Pagination
Infinite scroll and directory traversal

Event calendars and accommodation directories use AJAX-based pagination. We trace the underlying XHR requests to extract data directly from the API endpoints, bypassing UI rendering overhead.

Data linking
Relational POI and event mapping

Events are often tied to specific POIs (venues). Our schema preserves these relationships, outputting foreign keys so you can rebuild the graph in your own database.

Change tracking
Event lifecycle management

Events get cancelled or rescheduled. We maintain state across runs, flagging modified dates or removed listings rather than just appending new records.

Applications

Who uses VisitPortugal data

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

01
Travel App Development

Mobile applications populate their internal databases with authoritative POI and event data for Portugal.

02
Mapping & Routing Providers

Navigation services ingest precise coordinates, trail data, and accessibility metadata for specialized routing.

03
Market Research

Hospitality investors analyze accommodation density, RNET registrations, and regional tourism focus.

04
Event Aggregators

Global ticketing and event platforms syndicate local Portuguese festivals, concerts, and exhibitions.

05
AI Travel Assistants

LLM developers train travel recommendation agents on structured itineraries and rich location descriptions.

06
Tour Operators

Travel agencies monitor seasonal opening hours and new regional attractions to build custom packages.

Why DataFlirt

"Authoritative tourism data is the foundation of any travel product, but scraping government-backed portals requires navigating complex taxonomies and multi-language architectures."

VisitPortugal offers a wealth of structured data locked behind interactive maps and dynamic language routers. DataFlirt untangles this web, delivering clean, relational datasets of POIs, events, and itineraries. We handle the crawling, coordinate extraction, and localization logic, so your engineering team can focus on building the product.

Technical Spec

VisitPortugal scraper specifications

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

POI coordinate extraction
Latitude and longitude captured for all physical locations
Supported
Multi-language support
Extraction available in EN, PT, ES, FR, DE
Supported
Event date parsing
Normalized ISO-8601 timestamps for start and end dates
Supported
Interactive map data
Extraction of GeoJSON or internal map node data
Supported
Image URL harvesting
High-resolution media links extracted per listing
Supported
Change detection
Identify new events or updated opening hours
Supported
B2B trade partner portal
Requires authenticated access to trade-specific contact lists
Partial
User account itineraries
Extraction of private user-saved 'My Trip' plans
Partial
Infrastructure

Infrastructure for tourism data pipelines

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
XHR Interception

We bypass heavy UI rendering by intercepting the raw JSON payloads powering VisitPortugal's interactive maps and paginated event calendars.

Session Localisation

Strict cookie and header management ensures language settings remain consistent across distributed crawl nodes, preventing mixed-language records.

Scalable Delivery

Pipelines run on Kubernetes with Airflow scheduling. Output is validated against strict JSON schemas before being pushed to your warehouse.

Output & Delivery

Your data, your destination

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

JSON
Nested schema for complex itinerary and POI relationships
CSV
Flat tables for BI tools and spreadsheet analysis
XLS
Excel format for non-technical operations teams
Parquet
Columnar storage optimized for big data analytics
AWS S3
Direct bucket delivery for data lake ingestion
Webhook
HTTP POST notifications for new event discoveries
API
REST endpoint to query your extracted dataset
PostgreSQL
Direct database upserts with schema management
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is it legal to scrape VisitPortugal?

Scraping public factual data, such as POI locations, event dates, and municipal information, is generally permissible for non-destructive use. We do not scrape user accounts or bypass authentication. Clients must ensure their downstream use complies with relevant copyright and database rights.

Can you extract data in multiple languages simultaneously?

Yes. We configure pipelines to target specific language paths (e.g., /en, /pt) and maintain separate sessions. We can deliver separate datasets per language or a unified schema with localized fields.

How do you handle interactive maps?

VisitPortugal uses dynamic maps for trails and POIs. We use Playwright to execute the underlying JavaScript and intercept the network requests containing the raw coordinate data, ensuring high accuracy.

How often can the event calendar be updated?

Event data can be refreshed daily or weekly depending on your needs. Our change detection system ensures you only process new, modified, or cancelled events, minimizing database churn.

Do you extract images and videos?

We extract the high-resolution URLs for all multimedia assets associated with POIs and events. We do not host the image files directly, but provide the direct links for your system to ingest.

What happens if VisitPortugal redesigns their site?

Our managed service includes active monitoring. If DOM structures or API endpoints change, our alerting stack flags the anomaly, and our engineers update the extraction logic to restore the pipeline.

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

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. From complete POI directories to daily event calendar syncs, we build and maintain the pipeline. Get structured data delivered directly to your infrastructure.

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