We extract certified accommodations, dive operators, island logistics, and attraction metadata from visitseychelles.com. Delivered as clean JSON, CSV, or Parquet to S3 or BigQuery on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Accommodations objects from visitseychelles.com. All fields typed and schema-versioned.
"name": "Constance Ephelia", "property_type": "Resort", "island": "Mahe", "region": "Port Launay", "certification_status": "Certified", "capacity": 313
| # | property_id | name | property_type | island | region | contact_email |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Tour Operators objects from visitseychelles.com. All fields typed and schema-versioned.
"name": "Mason's Travel", "license_number": "TO-042", "services_offered": "['Transfers', 'Excursions', 'Island Hopping']", "island_base": "Mahe", "languages_spoken": "['English', 'French', 'German']", "contact_email": "info@masonstravel.com"
| # | operator_id | name | license_number | services_offered | island_base | languages_spoken |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Attractions objects from visitseychelles.com. All fields typed and schema-versioned.
"name": "Vallee de Mai", "category": "Nature Reserve", "island": "Praslin", "latitude": -4.3333, "longitude": 55.7333, "entry_fee": "350 SCR"
| # | attraction_id | name | category | island | description | latitude |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Events objects from visitseychelles.com. All fields typed and schema-versioned.
"name": "Creole Festival", "start_date": "2026-10-24", "end_date": "2026-10-31", "location": "Victoria", "island": "Mahe", "organizer": "Creative Seychelles Agency"
| # | event_id | name | start_date | end_date | location | island |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Transport objects from visitseychelles.com. All fields typed and schema-versioned.
"name": "Cat Cocos", "transport_type": "Ferry", "routes_served": "['Mahe to Praslin', 'Praslin to La Digue']", "frequency": "Daily", "contact_email": "info@catcocos.com", "booking_url": "https://www.catcocos.com/book"
| # | provider_id | name | transport_type | routes_served | frequency | contact_email |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our scraper handles the fragmentation of visitseychelles.com, turning unstructured operator listings, dynamic event calendars, and scattered attraction details into queryable relational data.
Extract hotels, guesthouses, and self-catering properties with full metadata including certification status, capacity, and direct contact details.
Capture data on licensed dive centres, boat charters, and tour guides to ensure your platform only lists verified local operators.
Map out national parks, heritage sites, and beaches with geospatial coordinates, descriptions, and entry requirements.
Monitor the cultural calendar for festivals, sports events, and exhibitions with exact dates, locations, and organizer contacts.
Parse ferry schedules, domestic flight operators, and ground transport providers to map out island-hopping logistics.
Extract and normalise latitude and longitude points for trails and remote beaches hidden within unstructured description text.
Bypass basic obfuscation to extract clean email addresses, phone numbers, and official website URLs for local businesses.
Track changes to operator licenses and sustainability certifications to maintain compliance on your own platform.
Normalise location data across Mahe, Praslin, La Digue, and the outer islands into a consistent regional schema.
Brief in. Clean data out.
Specify the categories you need: accommodations, operators, attractions, or events. We map the extraction schema.
We configure crawlers to navigate the directory structure, parse unstructured text, and resolve geospatial data.
Schema validation, null-rate checks on contact fields, and location normalisation before full launch.
JSON, CSV, or Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting data from government and tourism portals requires handling inconsistent formatting and unstructured text. Here is how we ensure data quality.
Tourism portals often feature manual data entry with inconsistent formatting. We apply regex and NLP pipelines to normalise phone numbers, standardise island names, and extract structured amenities from free-text descriptions.
Emails and phone numbers are frequently embedded in images, protected by simple JavaScript, or formatted inconsistently. We use headless browsers and pattern matching to extract pristine contact records.
Location data is often buried in embedded map iframes or unstructured text. We parse the underlying DOM to extract exact latitude and longitude coordinates for attractions and businesses.
We maintain a hash index of last-seen values per listing. Subsequent runs only push diffs, providing a clean changelog of new operators, revoked certifications, or updated event dates.
Government sites undergo unannounced redesigns. Our observability stack monitors null-rate spikes and schema drift, alerting our engineers to update selectors before your downstream pipelines fail.
Online travel agencies cross-reference their listings with official certification statuses to ensure compliance and quality.
Aggregators build comprehensive directories of local dive centres, boat charters, and guides with accurate contact details.
Analysts track the growth of certified accommodations and tourism operators across different islands to identify investment trends.
Destination marketing organizations monitor the Seychelles' attraction portfolio and event calendar for competitive benchmarking.
Navigation and mapping applications ingest coordinates for remote beaches and trails to improve local routing.
B2B service providers extract operator contact details to build targeted outreach lists for the hospitality sector.
"The official Seychelles tourism portal holds the most accurate directory of certified operators, but extracting it requires constant schema maintenance."
Aggregating travel data relies on pristine source material. Visitseychelles.com provides authoritative certification statuses and contact details for local operators. DataFlirt extracts this fragmented directory structure into normalised relational tables, handling the scraping infrastructure so your engineering team can focus on product development rather than proxy rotation.
Everything supported by our visitseychelles.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration and retry logic. Playwright handles JavaScript rendering for dynamic event calendars and embedded maps.
We maintain pools of residential ISP proxies to ensure consistent access during full directory crawls without triggering rate limits.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling and dependency management. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About visitseychelles.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available directory information is generally permissible. DataFlirt targets only public, non-authenticated accommodation, operator, and attraction data. We do not attempt to bypass login portals or extract personal data beyond public business contacts.
Tourism portals often have inconsistent formatting. We apply regex and NLP pipelines during the extraction phase to normalise phone numbers, standardise island names, and map unstructured amenities to boolean fields.
Yes. We use headless Playwright browsers to execute JavaScript and resolve obfuscated contact details, ensuring you receive clean email addresses and phone numbers.
We typically run directory crawls on a weekly or monthly cadence depending on your requirements, as tourism data changes relatively slowly. Event calendars can be monitored daily.
Yes. Where visitseychelles.com embeds maps or provides location data, we parse the underlying DOM or API requests to extract exact latitude and longitude coordinates.
Our minimum engagement covers a full initial extraction of the core directories (accommodations, operators, attractions) with scheduled monthly diff updates. Contact us for a scoped quote based on your delivery frequency.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off directory dump or a continuous monitor for new certified operators, we scope, build, and operate the pipeline. Tell us what you need.
