City research package
This research layer sits between the source package and the public traveler product. It keeps the raw package downloadable, exposes every city packet, and shows which places should be first-class pages, merged destinations, support nodes, route anchors, or specialized verticals.
31 city and town packets from the 2026-05-15 package.
23 packets are marked first-class, first-class candidates, or first-class anchors.
6 packets stay support-node-oriented instead of competing as broad destination pages.
2 packets explicitly recommend a merge or merged model.
These are the source artifacts as shipped in the zip, plus the original archive for auditability.
This table is the shortest product-level read of the package.
| City | Page status | Traveler use case | Static caveat | Decision families | Confidence |
|---|---|---|---|---|---|
| Bangkok | first-class destination | arrival hub, stay-area choice, food, gold/shopping, rail/air pivot | AQI, heat, rain flooding, event crowding are live signals | today; where-to-stay; route-check; food-route; gold-buying-check | high |
| Ayutthaya | first-class destination | heritage day-trip / 1-night river base | heat exposure, lowland rain/flood, bike comfort | today; where-to-stay; route-check; food-route | high |
| Buriram | first-class destination, event-aware | Khmer-route + MotoGP/football event base | event dates radically change hotel/crowd logic | today; where-to-stay; route-check | medium |
| Chanthaburi | specialized vertical node + first-class candidate | gem/jewelry market, fruit route, old-town food | gem/gold pricing and shop trust cannot be static | today; where-to-stay; route-check; food-route; gold-buying-check/gem-check | high |
| Cha-am | merged with another page | budget/family beach fallback from Hua Hin | weekend crowd, weaker food/stay depth than Hua Hin | today; where-to-stay; route-check | high |
| Chiang Mai | first-class destination | northern city base, culture, food, mountain pivots | smoke season/AQI cannot be static beyond risk framing | today; where-to-stay; route-check; food-route; gold-buying-check | high |
| Chiang Rai | first-class destination | northern border/culture/mountain route base | smoke season and car-route dependence | today; where-to-stay; route-check; food-route | high |
| Chonburi | support node only / east-coast route node | Bangkok–Pattaya–Rayong route context, Si Racha/Ko Sichang support | too broad for one traveler page | today; route-check; food-route; ferry-check | high |
| Hat Yai | first-class destination | south rail/air/border hub, food, shopping | flood/rain and event/border-route conditions are live | today; where-to-stay; route-check; food-route; gold-buying-check | high |
| Hua Hin | merged destination | Bangkok beach/rail weekend base | weekend crowd, rain/road congestion | today; where-to-stay; route-check; food-route | high |
| Kanchanaburi | first-class destination | river/rail/history/nature base | town, Sai Yok, Erawan distance makes base choice material | today; where-to-stay; route-check; food-route | high |
| Khon Kaen | first-class destination | Isan urban hub, rail/air/business/food | heat/AQI and limited classic sightseeing depth | today; where-to-stay; route-check; food-route | medium |
| Krabi | first-class destination | Andaman beach/island/ferry base | monsoon marine fragility; Railay is boat-dependent | today; where-to-stay; route-check; ferry-check; food-route | high |
| Lopburi | route anchor / support node | history stop, rail route, seasonal sunflower side-trip | not enough broad hotel-area depth for first-class page | today; route-check | medium |
| Mae Hong Son | first-class route-heavy destination | road-loop, mountain culture, slow travel | winding road, smoke, rain/landslide risk | today; where-to-stay; route-check; food-route | medium |
| Nan | first-class destination candidate | quiet northern culture/nature base | smoke season and low public live-signal density | today; where-to-stay; route-check; food-route | medium |
| Nakhon Phanom | first-class Mekong-route candidate | Mekong river base, Laos-view route, slow urban stay | weaker hotel-area complexity; event/live sources needed | today; where-to-stay; route-check; food-route | medium |
| Nakhon Ratchasima | first-class destination / route hub | Isan gateway, Khao Yai/Phimai pivots, rail/road hub | city vs Khao Yai expectations must be separated | today; where-to-stay; route-check; food-route | high |
| Nakhon Si Thammarat | first-class culture/food candidate | southern temple/culture/food route | Gulf monsoon/flood timing needs live checks | today; where-to-stay; route-check; food-route | medium |
| Nong Khai | first-class route anchor | Mekong/Vientiane border rail-road base | border/rail schedules and Naga event crowds are live | today; where-to-stay; route-check; food-route | high |
| Nonthaburi | support node only | Ko Kret / river day-trip / Bangkok-adjacent stay | indistinct from Bangkok for most travelers | today; route-check; food-route | high |
| Pai | first-class destination | mountain small-town base, road-loop stop | route 1095 sickness/friction, winter crowds, smoke | today; where-to-stay; route-check; food-route | high |
| Pattaya | first-class destination | beach/nightlife/family inventory, Ko Lan, events | crowd/event pressure, rain drainage, beach-water/marine checks | today; where-to-stay; route-check; ferry-check; food-route; gold-buying-check | high |
| Pathum Thani | support node only | north Bangkok route, museums, markets, university/industrial context | weak standalone traveler decision value | today; route-check | high |
| Phuket | first-class destination | island base, beaches, food, ferries, airport | monsoon surf/boat risk and island traffic cannot be static | today; where-to-stay; route-check; ferry-check; food-route; gold-buying-check | high |
| Samut Prakan | support node only / airport-adjacent | airport-adjacent stays, Bangkok edge attractions | not a broad city-stay destination | today; where-to-stay; route-check | high |
| Songkhla | support node / specialized old-town-food node | old town, Samila/waterfront, food/culture | 26 km separation from Hat Yai changes base logic | today; where-to-stay; route-check; food-route | medium |
| Surat Thani | first-class ferry/route anchor | rail/air/bus-to-ferry gateway | ferry/marine weather and schedule fragility dominate | today; where-to-stay; route-check; ferry-check; food-route | high |
| Sukhothai | first-class destination | UNESCO heritage, old-city stay, cycling | heat and festival crowding | today; where-to-stay; route-check; food-route | high |
| Trang | first-class destination | food city + Andaman island ferry base | monsoon boat fragility; city vs island base split | today; where-to-stay; route-check; ferry-check; food-route | high |
| Ubon Ratchathani | first-class destination | Isan culture, Candle Festival, Mekong/Pha Taem route | festival crowding, heat, cross-border road spread | today; where-to-stay; route-check; food-route | high |
This section republishes the main conclusions from the package-wide gap analysis.
| Current merge | Recommendation | Reason |
|---|---|---|
| Pattaya + Chonburi | split | Pattaya has destination-specific hotel, event, ferry and crowd logic; Chonburi province is a broader support/east-coast corridor. |
| Hua Hin + Cha-am | keep merged | Same Bangkok beach-drive decision market; Cha-am is best modeled as quieter northern sub-base. |
| Hat Yai + Songkhla | partial merge | Hat Yai should be first-class hub; Songkhla Old Town should be related support/specialized food-culture node. |
| Bangkok + metro provinces | do not merge as equal pages | Nonthaburi, Pathum Thani and Samut Prakan should support Bangkok decisions, not compete as broad destination pages. |
| Vertical | Strongest cities or nodes |
|---|---|
| food-route | Bangkok, Chiang Mai, Phuket, Hat Yai, Trang, Chanthaburi, Nakhon Si Thammarat, Songkhla, Khon Kaen, Ubon Ratchathani |
| rail/route anchor | Bangkok, Ayutthaya, Kanchanaburi, Sukhothai via nearby rail/bus, Lopburi, Nakhon Ratchasima, Khon Kaen, Nong Khai, Ubon Ratchathani, Hat Yai, Surat Thani, Trang |
| ferry anchor | Phuket, Krabi, Surat Thani, Trang, Pattaya/Ko Lan, Chonburi/Ko Sichang support |
| gold-buying-check | Bangkok first; Chiang Mai, Phuket, Pattaya and Hat Yai as live-price/shop-directory support |
| gem-market / jewelry | Chanthaburi first; Bangkok jewelry/gold context second; Phuket/Pattaya/Hat Yai only if source coverage improves |
| Foundation level | Cities |
|---|---|
| strongest official/public observation base | Bangkok, Chiang Mai, Phuket, Krabi, Hat Yai, Surat Thani, Trang, Pattaya, Ayutthaya, Kanchanaburi, Sukhothai, Ubon, Nong Khai |
| strong static official base, medium live-observation base | Chiang Rai, Nakhon Ratchasima, Khon Kaen, Buriram, Chanthaburi, Hua Hin–Cha-am |
| mostly static/editorial until better local feeds are added | Nan, Mae Hong Son, Nakhon Phanom, Nakhon Si Thammarat, Lopburi, Songkhla |
| support-node source base only | Nonthaburi, Pathum Thani, Samut Prakan, Chonburi province-wide |
Ayutthaya is modeled as: heritage day-trip / 1-night river base. Static copy should foreground traveler decisions and avoid live claims.
heritage day-trip / 1-night river base first-class destination Bangkok (กรุงเทพมหานคร)Bangkok is modeled as: arrival hub, stay-area choice, food, gold/shopping, rail/air pivot. Static copy should foreground traveler decisions and avoid live claims.
arrival hub / stay-area choice / food first-class destination, event-aware Buriram (บุรีรัมย์)Buriram is modeled as: Khmer-route + MotoGP/football event base. Static copy should foreground traveler decisions and avoid live claims.
Khmer-route + MotoGP / football event base merged with another page Cha-am (ชะอำ)Cha-am is modeled as: budget/family beach fallback from Hua Hin. Static copy should foreground traveler decisions and avoid live claims.
budget / family beach fallback from Hua Hin specialized vertical node + first-class candidate Chanthaburi (จันทบุรี)Chanthaburi is modeled as: gem/jewelry market, fruit route, old-town food. Static copy should foreground traveler decisions and avoid live claims.
gem / jewelry market / fruit route first-class destination Chiang Mai (เชียงใหม่)Chiang Mai is modeled as: northern city base, culture, food, mountain pivots. Static copy should foreground traveler decisions and avoid live claims.
northern city base / culture / food first-class destination Chiang Rai (เชียงราย)Chiang Rai is modeled as: northern border/culture/mountain route base. Static copy should foreground traveler decisions and avoid live claims.
northern border / culture / mountain route base support node only / east-coast route node Chonburi (ชลบุรี)Chonburi is modeled as: Bangkok–Pattaya–Rayong route context, Si Racha/Ko Sichang support. Static copy should foreground traveler decisions and avoid live claims.
Bangkok–Pattaya–Rayong route context / Si Racha / Ko Sichang support first-class destination Hat Yai (หาดใหญ่)Hat Yai is modeled as: south rail/air/border hub, food, shopping. Static copy should foreground traveler decisions and avoid live claims.
south rail / air / border hub merged destination Hua Hin (หัวหิน)Hua Hin is modeled as: Bangkok beach/rail weekend base. Static copy should foreground traveler decisions and avoid live claims.
Bangkok beach / rail weekend base first-class destination Kanchanaburi (กาญจนบุรี)Kanchanaburi is modeled as: river/rail/history/nature base. Static copy should foreground traveler decisions and avoid live claims.
river / rail / history first-class destination Khon Kaen (ขอนแก่น)Khon Kaen is modeled as: Isan urban hub, rail/air/business/food. Static copy should foreground traveler decisions and avoid live claims.
Isan urban hub / rail / air first-class destination Krabi (กระบี่)Krabi is modeled as: Andaman beach/island/ferry base. Static copy should foreground traveler decisions and avoid live claims.
Andaman beach / island / ferry base route anchor / support node Lopburi (ลพบุรี)Lopburi is modeled as: history stop, rail route, seasonal sunflower side-trip. Static copy should foreground traveler decisions and avoid live claims.
history stop / rail route / seasonal sunflower side-trip first-class route-heavy destination Mae Hong Son (แม่ฮ่องสอน)Mae Hong Son is modeled as: road-loop, mountain culture, slow travel. Static copy should foreground traveler decisions and avoid live claims.
road-loop / mountain culture / slow travel first-class Mekong-route candidate Nakhon Phanom (นครพนม)Nakhon Phanom is modeled as: Mekong river base, Laos-view route, slow urban stay. Static copy should foreground traveler decisions and avoid live claims.
Mekong river base / Laos-view route / slow urban stay first-class destination / route hub Nakhon Ratchasima (นครราชสีมา)Nakhon Ratchasima is modeled as: Isan gateway, Khao Yai/Phimai pivots, rail/road hub. Static copy should foreground traveler decisions and avoid live claims.
Isan gateway / Khao Yai / Phimai pivots first-class culture/food candidate Nakhon Si Thammarat (นครศรีธรรมราช)Nakhon Si Thammarat is modeled as: southern temple/culture/food route. Static copy should foreground traveler decisions and avoid live claims.
southern temple / culture / food route first-class destination candidate Nan (น่าน)Nan is modeled as: quiet northern culture/nature base. Static copy should foreground traveler decisions and avoid live claims.
quiet northern culture / nature base first-class route anchor Nong Khai (หนองคาย)Nong Khai is modeled as: Mekong/Vientiane border rail-road base. Static copy should foreground traveler decisions and avoid live claims.
Mekong / Vientiane border rail-road base support node only Nonthaburi (นนทบุรี)Nonthaburi is modeled as: Ko Kret / river day-trip / Bangkok-adjacent stay. Static copy should foreground traveler decisions and avoid live claims.
Ko Kret / river day-trip / Bangkok-adjacent stay first-class destination Pai (ปาย)Pai is modeled as: mountain small-town base, road-loop stop. Static copy should foreground traveler decisions and avoid live claims.
mountain small-town base / road-loop stop support node only Pathum Thani (ปทุมธานี)Pathum Thani is modeled as: north Bangkok route, museums, markets, university/industrial context. Static copy should foreground traveler decisions and avoid live claims.
north Bangkok route / museums / markets first-class destination Pattaya (พัทยา)Pattaya is modeled as: beach/nightlife/family inventory, Ko Lan, events. Static copy should foreground traveler decisions and avoid live claims.
beach / nightlife / family inventory first-class destination Phuket (ภูเก็ต)Phuket is modeled as: island base, beaches, food, ferries, airport. Static copy should foreground traveler decisions and avoid live claims.
island base / beaches / food support node only / airport-adjacent Samut Prakan (สมุทรปราการ)Samut Prakan is modeled as: airport-adjacent stays, Bangkok edge attractions. Static copy should foreground traveler decisions and avoid live claims.
airport-adjacent stays / Bangkok edge attractions support node / specialized old-town-food node Songkhla (สงขลา)Songkhla is modeled as: old town, Samila/waterfront, food/culture. Static copy should foreground traveler decisions and avoid live claims.
old town / Samila / waterfront first-class destination Sukhothai (สุโขทัย)Sukhothai is modeled as: UNESCO heritage, old-city stay, cycling. Static copy should foreground traveler decisions and avoid live claims.
UNESCO heritage / old-city stay / cycling first-class ferry/route anchor Surat Thani (สุราษฎร์ธานี)Surat Thani is modeled as: rail/air/bus-to-ferry gateway. Static copy should foreground traveler decisions and avoid live claims.
rail / air / bus-to-ferry gateway first-class destination Trang (ตรัง)Trang is modeled as: food city + Andaman island ferry base. Static copy should foreground traveler decisions and avoid live claims.
food city + Andaman island ferry base first-class destination Ubon Ratchathani (อุบลราชธานี)Ubon Ratchathani is modeled as: Isan culture, Candle Festival, Mekong/Pha Taem route. Static copy should foreground traveler decisions and avoid live claims.
Isan culture / Candle Festival / Mekong