Best use for travel intelligence
For travel decisions, restaurant data is strongest when it turns food inspiration into named places, fallback zones, and rain- or transit-safe meal plans instead of generic top-10 restaurant lists.
Data cluster
Restaurant, cafe, and named-food-venue layers for route execution, rainy-day meal pivots, neighborhood fit, and source-backed restaurant discovery.
For travel decisions, restaurant data is strongest when it turns food inspiration into named places, fallback zones, and rain- or transit-safe meal plans instead of generic top-10 restaurant lists.
3 of 9 sources look official or agency-backed.
5 sources expose API, feed, CKAN/DataStore, JSON, XML, or similar machine-readable access.
3 sources have live, hourly, event-driven, warning, or frequent update language.
Separate official or recognition context, free map geometry, commercial venue details, and review-heavy local discovery so the page can say exactly what each layer proves.
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.
PTT, Bangchak, Shell, Caltex, PT/PTG, Susco, LPG/NGV operators, and convenience/cafe sub-brands can expose station amenities, products, service centers, opening context, and station-search pages. Brand locators are siloed and should not be treated as national coverage.
Public brand websites, station locators, app surfaces, and service/amenity pages Labour, health, and educationOfficial food-sanitation context for restaurant and food-establishment hygiene standards such as Clean Food Good Taste, CFGT Plus, SAN, and SAN Plus. Use as food-hygiene confidence where coverage is usable; do not treat it as current opening hours, menus, reviews, or live inspection status.
Public Department of Health food-sanitation pages and downloadable Clean Food Good Taste / SAN resources Restaurants, nightlife, and wellnessCommercial restaurant and cafe POI enrichment for venue names, place IDs, addresses, hours, ratings, reviews, photos, phone, website, and business status. Useful for named-venue discovery and map confidence, not an official Thai food or licensing registry.
Google Places APIs for restaurant place search, place details, photos, reviews, ratings, and selected business attributes Restaurants, nightlife, and wellnessBest free map spine for restaurant and cafe geometry, names, categories, cuisine tags, opening_hours, and nearby fallback logic. Coverage is uneven and it does not prove food quality, licensing, or current kitchen output.
OSM extracts and Overpass API using amenity=restaurant, amenity=cafe, amenity=food_court, amenity=fast_food, cuisine, opening_hours, and contact tags Restaurants, nightlife, and wellnessUseful 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 Restaurants, nightlife, and wellnessQuality and recognition layer for Thai SELECT restaurants and related product branding. Useful for named-venue confidence and Thai-food discovery, not a full restaurant directory or live table-availability feed.
Public certification site and restaurant directory for Thai SELECT venues and product context Restaurants, nightlife, and wellnessThailand-local restaurant discovery, reviews, menu snapshots, photos, and district familiarity. Useful for named-venue confidence and local food context, but it is not an open canonical bulk API or legal registry.
Public restaurant and cafe discovery website/app plus merchant and partner surfaces where authorized Stores, retail, and shoppingUseful for restaurant/food-shop merchant operations, delivery availability, reviews, and online/offline matching when authorized. Keep separate from public POI data and legal/tax records.
Merchant app and partner ecosystem for restaurant/store information, reviews, delivery orders, CRM, and merchant operations where authorized Weather, environment, and disastersPollution complaint intake and routing for loud noise, vibration, construction, restaurants, entertainment venues, factories, and other nuisance-noise cases.
Official public complaint portal; no full open case database verified