Data cluster

Thailand Spa and Massage Data.

Spa, massage, and wellness venue layers used for recovery-day planning, hotel-adjacent backups, and weather or AQI pivots.

5 sources Updated 2026-05-11 Download JSON

Best use for travel intelligence

For travel decisions, spa and massage data is strongest when it helps the traveler recover from rain, heat, AQI, beach fatigue, or long flights rather than pretending wellness pages are only luxury discovery.

What this changes for travelers

  • Recovery-day planning: Turns spas and massage into practical rain, heat, AQI, and jet-lag backup options.
  • Hotel-zone fit: Makes it easier to keep recovery venues close to the hotel or easiest return route.
  • Named venue confidence: Separates public tourism framing, map geometry, and commercial venue detail without implying medical or regulated-treatment proof.
  • Energy management: Helps destination and accommodation pages say when the best move is recovery instead of forcing another exposed sightseeing block.

Best sources to start with

  • Best public context source: TAT dining, nightlife, and wellness context for spa or wellness neighborhoods and tourist-facing recovery framing.
  • Best named-venue commercial layer: Google Places Thailand spas and massage for place IDs, hours, ratings, photos, and contact details where licensed.
  • Best free map spine: OpenStreetMap Thailand spas and massage for venue geometry, names, and nearby fallback options.
  • Best travel use: Use spa and massage data as rain, heat, AQI, and flight-lag recovery logic tied to hotel location and daily route quality.
  • Best developer starting point: Store named spa or massage places separately from hotel, route, and safety context so recovery recommendations stay grounded in the actual day.
Official / agency sources

2 of 5 sources look official or agency-backed.

API/feed candidates

5 sources expose API, feed, CKAN/DataStore, JSON, XML, or similar machine-readable access.

Near-real-time signals

2 sources have live, hourly, event-driven, warning, or frequent update language.

Developer note

Separate named spa or massage venue records from accommodation, route, and safety context so recovery recommendations stay honest about what public and commercial data can actually prove.

Last checked and source confidence

Last checked: 2026-05-11.

Source confidence: This cluster is strongest when several sources describe the same traveler problem from different angles: official context, machine-readable feeds, and slower fallback documentation.

Labour, health, and education

HSS Health Establishment Directory

Department of Health Service Support directory for licensed health establishments, including spa, massage, and related wellness businesses. Useful for license-confidence checks, not quality ranking or live appointment truth.

Official public directory and search surface; API terms and bulk access need confirmation
Labour, health, and education

HSS Spa Premium

Health Service Support premium-award surface for spa and wellness recognition context. Use as regulated-confidence enrichment rather than a direct quality or current-availability feed.

Official public award and directory surface
Restaurants, nightlife, and wellness

Google Places Thailand spas and massage

Commercial spa and massage POI enrichment for named venues, hours, ratings, reviews, photos, phone, website, and business status. Useful for hotel-adjacent recovery planning, not a medical or regulated-treatment certification layer.

Google Places APIs for spa, massage, and wellness venue search plus place details
Restaurants, nightlife, and wellness

OpenStreetMap Thailand spas and massage

Best free spa and massage map spine for venue geometry, names, opening hours, and nearby fallback options. Coverage and tagging depth vary and should not be treated as treatment-quality proof.

OSM extracts and Overpass API using shop=massage, leisure=spa, beauty=spa, opening_hours, and contact tags where mapped
Restaurants, nightlife, and wellness

TAT dining, nightlife, and wellness context

Useful for official tourism framing around dining neighborhoods, nightlife districts, spa and wellness areas, and visitor-oriented route context. Not a canonical hours, licensing, or live-booking feed.

Public tourism website and destination pages for dining districts, nightlife areas, wellness, and spa context