SYSTEM all green source visitmexico.com queue 18,492 pages p99 latency 184ms dataflirt.com · scraper/visitmexico-com
RUN * 42 active pipelines * visitmexico.com live

Visitmexico data,
at warehouse scale.

We extract destination guides, points of interest, events, and accommodation details from Visitmexico. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Destinations extracted
1,482 /run
POIs mapped
12,934 /run
Events tracked
3,419 /month
Active pipelines
42
Uptime
99.98%
Data Dictionary

Every field we extract from visitmexico.com

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

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

destination_idnametypestatedescriptionclimatebest_time_to_visitlocation_latlocation_lngimage_urls
destinations
● 200 OK
"destination_id": "DEST-842",
"name": "Tulum",
"type": "Pueblo Magico",
"state": "Quintana Roo",
"climate": "Tropical",
"location_lat": 20.2114,
"location_lng": -87.4653
# destination_idnametypestatedescriptionclimate
1
2
3

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

attraction_iddestination_idnamecategorydescriptionopening_hoursentry_feelocation_latlocation_lngimage_urls
attractions
● 200 OK
"attraction_id": "ATTR-1903",
"name": "Chichen Itza",
"category": "Archaeological Site",
"entry_fee": "614 MXN",
"opening_hours": "08:00 - 17:00",
"location_lat": 20.6843,
"location_lng": -88.5678
# attraction_iddestination_idnamecategorydescriptionopening_hours
1
2
3

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

hotel_iddestination_idnametypestar_ratingaddresscontact_phonecontact_emailwebsite_urlamenities
accommodation
● 200 OK
"hotel_id": "HOT-4021",
"name": "Hotel Xcaret Arte",
"type": "Resort",
"star_rating": 5,
"address": "Carretera Chetumal-Puerto Juarez Km. 282",
"contact_phone": "+52 800 009 7567",
"amenities": "['All-inclusive', 'Spa', 'Adults only']"
# hotel_iddestination_idnametypestar_ratingaddress
1
2
3

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

event_idnamedestinationstart_dateend_datecategorydescriptionvenueticket_urlimage_urls
events
● 200 OK
"event_id": "EVT-509",
"name": "Guelaguetza Festival",
"destination": "Oaxaca",
"start_date": "2026-07-20",
"end_date": "2026-07-27",
"category": "Cultural Festival",
"venue": "Auditorio Guelaguetza"
# event_idnamedestinationstart_dateend_datecategory
1
2
3

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

dish_idregiondish_namedescriptioningredientshistorybest_places_to_eatimage_urlsrelated_festivals
gastronomy
● 200 OK
"dish_id": "GAS-112",
"region": "Puebla",
"dish_name": "Mole Poblano",
"ingredients": "['Chili peppers', 'Chocolate', 'Spices']",
"best_places_to_eat": "['El Mural de los Poblanos', 'Fonda la Mexicana']",
"related_festivals": "['Festival del Mole']"
# dish_idregiondish_namedescriptioningredientshistory
1
2
3

Capabilities

Structured tourism data at your fingertips

Our Visitmexico scraper navigates regional hierarchies, extracts embedded geospatial data, and normalises cultural event schedules across the entire platform.

Destination Hierarchy Mapping

Extract states, cities, and Pueblos Magicos with their exact parent child relationships and regional categorisations.

Geospatial Coordinate Extraction

Capture precise latitude and longitude data for attractions, hotels, and event venues embedded in map widgets.

Dynamic Event Tracking

Monitor cultural festivals, exhibitions, and local events with their start dates, end dates, and ticketing links.

Gastronomy & Culture

Extract regional dishes, ingredients, historical context, and recommended dining spots across all Mexican states.

Accommodation Directories

Scrape hotel names, star ratings, contact information, and amenity lists for listed properties.

High-Resolution Imagery

Capture CDN links for high-quality destination photos, attraction galleries, and event promotional banners.

Multi-Language Support

Extract content in both Spanish and English depending on your target audience requirements.

Tour & Route Data

Map out recommended travel routes, distances, and associated tour operators listed on the platform.

Scheduled Updates

Run pipelines monthly or quarterly to capture new event listings, updated travel advisories, and fresh POIs.

// engagement pipeline

From destination URLs to warehouse records

Brief in. Clean data out.

Define Scope
d 0

Provide target regions, event categories, or specific data types. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, handle map widget rendering, and manage language session cookies.

Validation & QA
d 4–6

Schema validation, location coordinate checks, and null-rate monitoring 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

Overcoming tourism site extraction hurdles

Government and tourism portals present unique challenges with legacy structures and dynamic map integrations. We handle the complexity.

pipeline-monitor · visitmexico.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
Mapbox and Google Maps integration

Location data is often hidden inside JavaScript map objects rather than plain HTML. We execute full browser sessions to intercept map API responses and extract raw geospatial coordinates.

Session State
Language and region toggles

The site uses cookies and local storage to maintain language preferences. Our crawlers inject strict session states to ensure consistent English or Spanish data extraction without mixed-language bleed.

CDN Media
Image gallery extraction

Destination galleries use lazy loading and complex CDN structures. We scroll and trigger all network requests to capture the highest resolution image URLs available.

WAF Protection
Navigating security layers

Tourism portals often employ Web Application Firewalls to prevent DDoS attacks. We use residential proxies and realistic request pacing to maintain access without triggering rate limits.

Schema Drift
Handling CMS updates

Government sites frequently update their CMS structures. We use resilient selector chains and monitor schema drift to ensure data flows remain uninterrupted during site redesigns.

Applications

Who uses Visitmexico data

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

01
Travel Aggregators

OTAs and travel portals enrich their own destination guides with official descriptions, POIs, and high-quality imagery.

02
AI Itinerary Builders

Travel tech startups use structured location and event data to train AI models that generate realistic Mexican travel itineraries.

03
Market Research

Hospitality investors analyse destination density, hotel availability, and regional promotion focus to identify investment opportunities.

04
Event Planners

Agencies track cultural festivals and local holidays across different states to optimise tour scheduling and pricing.

05
Mapping Services

Geospatial companies validate their own POI databases against official tourism board coordinates and categorisations.

06
Content Localisation

Travel bloggers and media outlets use extracted gastronomy and historical data to generate accurate, region-specific content.

Why DataFlirt

"Visitmexico holds the definitive catalogue of Mexican tourism assets, but extracting structured geospatial and cultural data requires a dedicated infrastructure."

Tourism aggregators often rely on manual data entry or fragmented APIs. DataFlirt automates the extraction of high fidelity destination data, event schedules, and local gastronomy details directly from the source. We handle the crawling, schema mapping, and data normalisation so you can focus on building travel products.

Technical Spec

Visitmexico scraper technical capabilities

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

Geospatial extraction
Capture latitude and longitude from embedded map widgets
Supported
Multi-language toggling
Extract content in ES or EN based on session configuration
Supported
Image CDN resolution
Extract highest available resolution URLs for galleries
Supported
Event scheduling
Parse date ranges and venue details for cultural events
Supported
Hierarchical mapping
Link POIs and hotels to their parent destinations and states
Supported
Pagination handling
Traverse all pages of destination directories automatically
Supported
Partner portal access
Data requiring B2B login credentials or extranet access
Partial
Direct booking transactions
Executing hotel bookings or ticket purchases through the platform
Partial
Infrastructure

Infrastructure powering the extraction

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

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy manages the crawl breadth across thousands of destination pages while Playwright executes JavaScript to render map widgets and dynamic galleries.

Proxy Management

We route traffic through distributed proxy pools to bypass WAF protections and ensure continuous access to public directories without triggering rate limits.

Cloud Orchestration

Pipelines run on AWS ECS with Airflow managing dependencies. We ensure data is extracted, validated, and delivered on a strict schedule.

Output & Delivery

Your data, your destination

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

JSON
Nested structures perfect for hierarchical destination data
CSV
Flat files for easy import into spreadsheets and BI tools
XLS
Excel formatted reports for non-technical stakeholders
Parquet
Columnar format optimised for analytical queries
AWS S3
Direct delivery to your cloud storage buckets
Webhook
HTTP POST notifications upon pipeline completion
API
REST endpoints to query your extracted datasets
BigQuery
Direct streaming into Google Cloud data warehouses
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

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

Ask us directly →
Is it legal to scrape Visitmexico?

Scraping publicly available information from government tourism portals is generally permissible. DataFlirt extracts only public destination guides, event details, and POI locations. We do not attempt to bypass authentication walls or extract personal data. Clients should ensure their use of the data complies with relevant copyright and database rights.

How do you handle the interactive maps?

We use Playwright to execute the JavaScript required to render map components. We then intercept the network requests made to the mapping API to extract raw JSON containing accurate latitude and longitude coordinates.

Can I get the data in both English and Spanish?

Yes. We configure pipelines to maintain specific session cookies. We can run parallel extractions for both languages and deliver them as separate datasets or merged records.

How often should I update this data?

Destination descriptions and POIs change infrequently, making quarterly updates sufficient. However, event schedules and travel advisories require monthly or weekly crawls to remain accurate.

Do you download the images or just provide URLs?

By default, we provide the direct CDN URLs for all high-resolution imagery. If your use case requires it, we can configure a secondary pipeline to download the assets and push them to your S3 bucket.

Can you track newly added Pueblos Magicos?

Yes. Our change detection system compares current runs against historical datasets. We can configure webhooks to alert you specifically when new destinations or categories are added to the platform.

$ dataflirt scope --new-project --source=visitmexico.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 complete export of Mexican destinations or a recurring feed of cultural events, we build and operate the infrastructure. Tell us your requirements.

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