SYSTEM all green source visitmorocco.com queue 2,194 pages p99 latency 184ms dataflirt.com · scraper/visitmorocco-com
RUN · 14 active pipelines · visitmorocco.com live

Morocco travel data,
structured for scale.

We extract destination guides, regional itineraries, accommodation directories, and cultural event calendars from visitmorocco.com. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Destinations extracted
4,218 /run
Events tracked
312 /month
Itineraries mapped
84 /run
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from visitmorocco.com

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

Complete list of extractable fields for Destinations & Regions objects from visitmorocco.com. All fields typed and schema-versioned.

destination_idnametyperegiondescriptionbest_time_to_visitclimatelatitudelongitudeimage_urlstop_activitiespage_url
destinations_& regions
● 200 OK
"destination_id": "DEST-042",
"name": "Chefchaouen",
"type": "City",
"region": "Tangier-Tetouan-Al Hoceima",
"best_time_to_visit": "Spring or early Autumn",
"latitude": 35.1716,
"longitude": -5.2697
# destination_idnametyperegiondescriptionbest_time_to_visit
1
2
3

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

itinerary_idtitleduration_daysthemestart_pointend_pointstopstransport_modemap_image_urldescription
itineraries
● 200 OK
"itinerary_id": "ITIN-018",
"title": "The Imperial Cities Route",
"duration_days": 7,
"theme": "Culture & History",
"start_point": "Rabat",
"end_point": "Marrakech",
"stops": "['Rabat', 'Meknes', 'Fes', 'Marrakech']"
# itinerary_idtitleduration_daysthemestart_pointend_point
1
2
3

Complete list of extractable fields for Cultural Events objects from visitmorocco.com. All fields typed and schema-versioned.

event_idnamecategorylocationstart_dateend_datedescriptionticket_urlorganizerimage_url
cultural_events
● 200 OK
"event_id": "EVT-105",
"name": "Gnaoua World Music Festival",
"category": "Music & Arts",
"location": "Essaouira",
"start_date": "2026-06-25",
"end_date": "2026-06-28",
"organizer": "A3 Communication"
# event_idnamecategorylocationstart_dateend_date
1
2
3

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

accommodation_idnametypelocationdescriptionamenitiesbooking_urlphoneemailstar_rating
accommodations
● 200 OK
"accommodation_id": "ACC-892",
"name": "Riad Yasmine",
"type": "Riad",
"location": "Marrakech Medina",
"star_rating": 4.5,
"amenities": "['Pool', 'Rooftop Terrace', 'Free WiFi', 'Breakfast Included']",
"phone": "+212 524 37 70 87"
# accommodation_idnametypelocationdescriptionamenities
1
2
3

Complete list of extractable fields for Practical Info objects from visitmorocco.com. All fields typed and schema-versioned.

topic_idtitlecategorycontent_bodyrelated_linkslast_updatedvisa_requirementscurrency_infoemergency_contacts
practical_info
● 200 OK
"topic_id": "INFO-003",
"title": "Visa Formalities",
"category": "Travel Preparation",
"last_updated": "2025-11-12",
"currency_info": "Moroccan Dirham (MAD)",
"emergency_contacts": "['Police: 19', 'Ambulance: 15']"
# topic_idtitlecategorycontent_bodyrelated_linkslast_updated
1
2
3

Capabilities

Extract the definitive Moroccan tourism taxonomy

Our visitmorocco.com scraper handles multi-language content, embedded maps, and unstructured itinerary data — parsing official tourism board content into strict relational schemas.

Geo-Coordinate Extraction

Parse latitude and longitude data from embedded maps and location widgets across all destination pages.

Nested Itinerary Parsing

Extract day-by-day routing, stopovers, and transport recommendations from complex itinerary layouts.

Multi-Language Support

Scrape content in English, French, Spanish, Arabic, and German. Maintain consistent IDs across language variants.

Event Calendar Monitoring

Track cultural events, festivals, and exhibitions with start dates, end dates, and location mapping.

Media Asset Harvesting

Extract high-resolution image URLs, gallery metadata, and promotional video links for destination enrichment.

Accommodation Directories

Pull structured data for Riads, hotels, and desert camps, including contact information and amenity lists.

Activity Categorisation

Map destinations to specific activity tags: golf, surfing, hiking, gastronomy, and wellness.

Practical Travel Data

Extract visa requirements, weather patterns, currency advice, and emergency contact information.

Scheduled Updates

Run weekly or monthly pipelines to capture new events, updated travel advisories, and seasonal itineraries.

// engagement pipeline

From tourism portal to warehouse record

Brief in. Clean data out.

Define Scope
d 0

Specify required languages, data types (events, itineraries, regions), and delivery frequency. We build the schema.

Pipeline Build
d 2–4

We configure Scrapy / Playwright crawlers, handle pagination, and normalise unstructured text.

Validation & QA
d 4–6

Schema validation, null-rate checks, and geo-coordinate verification before full launch.

Delivery
ongoing

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

Under the hood

How our pipeline handles official tourism data

Government tourism portals often feature heavy multimedia, inconsistent layouts, and complex multi-language structures. Here is how we ensure data quality.

pipeline-monitor · visitmorocco.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
Multi-language mapping
Consistent IDs across language variants

Visitmorocco.com serves content in multiple languages. Our crawler maps the URL structures across language subdirectories, assigning a unified destination_id so you can query the same location in English, French, or Arabic without duplicate records.

JavaScript rendering
Playwright for embedded maps and galleries

Many itineraries and location coordinates are rendered via client-side JavaScript maps. We use full Playwright browser sessions to execute the page scripts and extract the underlying GeoJSON or coordinate data.

Text normalisation
Structuring narrative content

Tourism content is highly narrative. We apply custom parsing logic to extract structured entities — such as duration, transport modes, and best visiting months — from unstructured paragraph text.

Media extraction
High-resolution asset mapping

We bypass thumbnail images to extract the source URLs of high-resolution promotional imagery, mapping them directly to the relevant destination or event record for immediate use in your own CMS.

Change detection
Only update modified events

For event calendars and practical information, we hash the content blocks. Subsequent runs only emit records when festival dates change or travel advisories are updated, reducing redundant data processing.

Applications

Who uses visitmorocco.com data

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

01
Travel Aggregators & OTAs

Enrich proprietary destination pages with official descriptions, high-quality imagery, and cultural event dates.

02
AI Travel Planners

Feed structured itinerary data, geo-coordinates, and activity tags into LLMs to generate accurate, verified travel routes.

03
Tour Operators

Monitor official event calendars to design seasonal tour packages around festivals and exhibitions.

04
Market Research

Analyse the geographic distribution of promoted tourism assets to understand regional development focus.

05
Content Syndication

Travel media companies use the structured data to build automated destination guides and regional spotlights.

06
Mapping Applications

Integrate verified coordinates for historical sites, souks, and natural attractions into custom GIS or consumer map products.

Why DataFlirt

"Visitmorocco.com holds the definitive taxonomy of Moroccan tourism, but extracting consistent geo-spatial and cultural data requires a rigorous parsing strategy."

Travel aggregators underestimate the complexity of scraping official tourism boards. Multi-language directories, embedded interactive maps, and unstructured itinerary formats demand full JavaScript rendering and custom normalisation logic. DataFlirt handles the extraction so your engineers can focus on product.

Technical Spec

Visitmorocco scraper — technical capabilities

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

JavaScript rendering
Full Playwright sessions required for interactive maps and dynamic galleries
Supported
Multi-language extraction
Cross-mapping English, French, Spanish, Arabic, and German pages
Supported
Geo-coordinate parsing
Extracting latitude/longitude from embedded map widgets
Supported
Media asset downloading
Capture of high-res image URLs and promotional video links
Supported
Event calendar tracking
Pagination and date-parsing for all cultural events
Supported
Change detection (diffs)
Hash-based diff to detect updated travel advisories or event dates
Supported
Webhook delivery
HTTP POST per record for immediate CMS ingestion
Supported
Partner Extranet Data
Internal B2B documents requiring authenticated partner login
Partial
B2B Operator Portal
Trade-specific pricing and contact lists behind authentication walls
Partial
Infrastructure

Infrastructure powering the extraction 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 deduplication. Playwright executes JavaScript to render embedded maps and dynamic image galleries.

Language Normalisation

Custom middleware maps URL structures across language variants, ensuring entity resolution and preventing duplicate records for the same destination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda and ECS. Airflow handles scheduling for weekly or monthly catalogue refreshes.

Output & Delivery

Your data, your destination

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

JSON
Nested schema ideal for complex itineraries and multi-language text
CSV
Flat file with typed columns — Excel/Sheets compatible
XLS
Native Excel format for non-technical operations teams
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 CMS updates
API
REST endpoints to query extracted dataset on demand
BigQuery
Streamed directly into your dataset with schema auto-detect
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is scraping visitmorocco.com legal?

Scraping publicly available information from government tourism boards is generally permissible. DataFlirt extracts only public destination guides, event calendars, and practical information. We do not attempt to bypass authentication for partner extranets. Clients should review applicable terms of service and consult legal counsel for their specific syndication use cases.

Can you extract data in multiple languages?

Yes. We can configure the pipeline to scrape the English, French, Spanish, Arabic, or German versions of the site. We map equivalent pages across languages to a single destination ID.

How do you handle unstructured itinerary data?

Our parsers use regex and DOM structural analysis to separate day-by-day routing, transport modes, and location stops from narrative text, outputting a clean JSON array of itinerary steps.

Do you download the images or just provide URLs?

By default, we provide the source URLs for high-resolution images. If required, we can configure an S3 sync pipeline to download the assets directly to your storage bucket.

How frequently should this pipeline run?

For destination descriptions and itineraries, a monthly run is typically sufficient. For cultural event calendars and practical travel advisories, we recommend a weekly cadence.

Can I request a sample dataset?

Yes. We provide a sample extraction of specific regions (e.g., Marrakech-Safi) or event categories during the scoping phase, allowing you to validate the schema before committing.

$ dataflirt scope --new-project --source=visitmorocco.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 extraction of Moroccan itineraries or a weekly feed of cultural events — we scope, build, and operate the pipeline. Tell us what you need.

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