{
  "response": {
    "Key": "ICN-CNX",
    "orig": {
      "code": "ICN",
      "type": "airport",
      "city": "Seoul",
      "fullCity": "Seoul, Korea",
      "airport": "Incheon Intl Airport"
    },
    "dest": {
      "code": "CNX",
      "type": "airport",
      "city": "Chiang Mai",
      "fullCity": "Chiang Mai, Thailand",
      "airport": "Chiang Mai Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Seoul to Chiang Mai?",
        "answer": "There are no direct flights from Seoul Incheon (ICN) to Chiang Mai (CNX). A typical one-stop flight takes about 7 to 9 hours total, depending on the layover city. Common layovers include Bangkok (BKK) or Taipei (TPE). Return flights from Chiang Mai to Seoul are similar in duration. Airlines like Korean Air and Asiana often offer efficient connections through Bangkok."
      },
      "q1": {
        "question": "Are there any direct flights from Seoul to Chiang Mai?",
        "answer": "Yes, there are direct non‑stop flights from Seoul Incheon to Chiang Mai. Five airlines operate the route: Jin Air (LJ), Jeju Air (7C), and Korean Air (KE) fly daily, while Eastar Jet (ZE) and Air Busan (BX) fly four times a week on Wednesdays, Thursdays, Saturdays, and Sundays.",
        "methodology": "Airlines and weekly frequencies are compiled from our flight-schedule database, which combines published airline timetables, U.S. government schedule data from the Bureau of Transportation Statistics (BTS), and observed flight operations from the EUROCONTROL/OpenSky Open Performance Data Initiative (OPDI). We count each operating carrier's scheduled weekly departures and the days it flies; where there is no nonstop service, connecting carriers are identified by linking scheduled nonstop segments through common hub airports. Carrier service and weekly frequencies are summarized from our flight-schedule database, which draws on published airline timetables, U.S. government schedule data, and observed operations from the EUROCONTROL/OpenSky Open Performance Data Initiative (OPDI). Where available, on-time and cancellation rates come from the U.S. Bureau of Transportation Statistics (BTS) Airline On-Time Performance dataset, and typical fares from the U.S. DOT Airline Origin and Destination Survey (DB1B), a quarterly 10% sample of tickets sold.",
        "toolsUsed": [
          "route_airlines",
          "flight_schedule"
        ]
      },
      "q2": {
        "question": "Are there visa requirements to travel from Seoul to Chiang Mai?",
        "answer": "Yes, visa requirements depend on your nationality. South Korean passport holders can enter Thailand visa-free for up to 90 days for tourism (currently until further notice). Thai passport holders can enter South Korea visa-free for up to 90 days under the Korea-ASEAN visa waiver program (until further notice). Travelers of other nationalities should check both Thailand's and South Korea's entry rules based on their passport. Always verify the latest requirements before travel."
      },
      "q3": {
        "question": "What are the ground transportation options in Chiang Mai?",
        "answer": "Chiang Mai International Airport (CNX) is located very close to the city center, about four kilometers southwest of the Old City. The most common and convenient option is a metered taxi from the official taxi stand, which costs around 150 to 200 Thai Baht and takes ten to fifteen minutes. Ride-share services like Grab are widely used, often slightly cheaper, and allow for cashless payment. Songthaews, the red shared pickup trucks, are a budget-friendly local option but follow set routes and may not go directly to your hotel. There is no direct mass transit like a train or subway from the airport. Car rentals are available but unnecessary for getting to the center and impractical due to traffic and limited parking. Most travelers use taxis or Grab for their door-to-door convenience."
      },
      "q6": {
        "question": "Are overnight (red‑eye) flights available from Seoul to Chiang Mai?",
        "answer": "There are no nonstop red-eye flights from Seoul (ICN) to Chiang Mai (CNX), but connecting overnight itineraries are available where the long leg is a red-eye — for example, a late-evening departure on HK Express via Hong Kong departing around 10:30 PM and arriving the next morning, or on Scoot via Singapore departing around 11:00 PM with a morning arrival.",
        "methodology": "Red-eye flights are identified from scheduled local departure and arrival times in our flight-schedule database — built from published airline timetables and official schedule data, including U.S. Department of Transportation records for domestic routes — flagging services that depart late at night and arrive the following morning; for connecting itineraries the red-eye is based on the timing of the overnight long-haul leg.",
        "toolsUsed": [
          "redeye_flights"
        ]
      },
      "q7": {
        "question": "Which airlines usually operate this route from Seoul to Chiang Mai?",
        "answer": "From Seoul (ICN) to Chiang Mai (CNX), several airlines offer nonstop service according to the schedule data: Jin Air (LJ), Jeju Air (7C), Korean Air (KE), Eastar Jet (ZE), and Air Busan (BX). Most of these operate daily flights, typically departing in the late afternoon or early evening, while Eastar Jet and Air Busan fly four times a week. For the carriers where fare data is available, Jeju Air has a median price around $437, but specific median fares for the other airlines are not reported in the data.",
        "methodology": "Airlines and weekly frequencies are compiled from our flight-schedule database, which combines published airline timetables, U.S. government schedule data from the Bureau of Transportation Statistics (BTS), and observed flight operations from the EUROCONTROL/OpenSky Open Performance Data Initiative (OPDI). We count each operating carrier's scheduled weekly departures and the days it flies; where there is no nonstop service, connecting carriers are identified by linking scheduled nonstop segments through common hub airports. Where a median fare is shown for a carrier, it reflects the real fares Priceline users found on this route in the last 72 hours.",
        "relevant": true,
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q8": {
        "question": "If I need a connection, what are common layover cities between Seoul and Chiang Mai?",
        "answer": "Common layover cities include Bangkok, Hong Kong, Kuala Lumpur, and Singapore. Bangkok offers the shortest detour and frequent onward flights, while Hong Kong, Kuala Lumpur, and Singapore provide efficient, visa-free transit for many nationalities and strong one-stop connectivity from Seoul."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Seoul to Chiang Mai?",
        "answer": "On‑time reliability is generally good, though afternoon thunderstorms in Chiang Mai can cause delays. Early departures on airlines like Korean Air or Asiana tend to have the best punctuality. Incheon Airport is well‑organized, so morning flights often leave on schedule."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Chiang Mai?",
        "answer": "November to February offers cool, dry weather ideal for sightseeing and outdoor markets, with fewer tourists outside the December holiday peak."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Seoul to Chiang Mai?",
        "answer": "Bring a passport valid for at least six months from entry, a visa or visa exemption proof, a completed arrival card, payment for bags, proof of onward travel, and any required vaccination certificates."
      },
      "q12": {
        "question": "Which airport should I use in Chiang Mai?",
        "answer": "Chiang Mai International Airport (CNX) is the only commercial airport serving the city, located about 4 km southwest of the Old City. It handles all domestic and international flights, with airlines like Thai Airways, Bangkok Airways, AirAsia, and Nok Air offering connections. No other airport serves Chiang Mai."
      },
      "q13": {
        "question": "How do I get to Incheon Intl Airport from the city center?",
        "answer": "From central Seoul to Incheon Airport, the AREX Express train is popular, taking about 43 minutes non‑stop from Seoul Station. All‑stop AREX trains and airport limousine buses are cheaper but slower at 60–90 minutes. Taxis and rideshares offer door‑to‑door convenience in 60–80 minutes but cost significantly more. Driving and parking at the airport is possible but expensive for long stays."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Chiang Mai airport?",
        "answer": "No. Chiang Mai International Airport has no on‑site hotels, capsule hotels, or sleeping pods. Several nearby hotels, such as the Sleep Mai? Chiang Mai Airport Lifestyle Hotel and B2 Airport Boutique & Budget Hotel, are within walking distance or a short shuttle ride. Confirm with the hotel for shuttle availability."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Chiang Mai Intl Airport?",
        "answer": "Yes. Chiang Mai International Airport has currency exchange counters in both the arrivals and departures areas of the terminal. Prayer rooms are available, and free Wi‑Fi is provided throughout the airport."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Seoul and Chiang Mai airports?",
        "answer": "Seoul Incheon offers wheelchair assistance, accessible restrooms, and dedicated help desks; request via airline 48 hours ahead. Children can enjoy play areas in Terminals 1 and 2. Chiang Mai International provides wheelchair service on request, with accessible facilities and a small children’s playground near the domestic departure area."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Seoul to Chiang Mai?",
        "answer": "From Seoul (ICN) to Chiang Mai (CNX), the schedule data shows a nonstop option on a Boeing 737 MAX 8 operated by LJ, while the most common one-stop connecting aircraft on the longer leg include the Boeing 737 (via BKK), Boeing 787-9 and 787-8 (via BKK and CAN), Airbus A350-900 (via BKK and SIN), and Airbus A330-300 (via HKG and KUL), though the exact aircraft can vary by day and airline.",
        "methodology": "Aircraft types are taken from the equipment each operating carrier schedules on this route, drawn from published airline timetables and airline equipment schedules in our flight-schedule database. They describe typical scheduled aircraft and can vary with seasonal or day-of-week assignments and last-minute equipment swaps.",
        "toolsUsed": [
          "route_aircraft"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Seoul?",
        "answer": "At Incheon Airport, Korean Air operates the Prestige Class Lounge and the KAL Lounge in Terminal 2, offering Korean dishes, showers and nap rooms for business‑class passengers and SkyTeam Elite Plus members. Asiana Airlines has the Asiana Business Lounge in Terminal 1, with similar amenities. The Matina Lounge in Terminal 1 is an independent option accessible via Priority Pass and also sells day passes, featuring buffet food and shower suites."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Seoul to Chiang Mai?",
        "answer": "Baggage allowance on flights from Seoul to Chiang Mai depends on the airline and fare type. Basic economy fares are often restrictive and may not include a checked bag. Standard international economy typically includes one checked bag and a carry-on item. Premium cabins offer more generous allowances. Always verify with your specific airline."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Seoul to Chiang Mai?",
        "answer": "Flights from Seoul to Chiang Mai typically offer Economy and, on some airlines, flat-bed Business class; Premium Economy is uncommon on this route."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Same‑day changes or standby depend on the airline and fare class; flexible and premium tickets often allow them, while Basic Economy usually does not."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Seoul to Chiang Mai?",
        "answer": "The cheapest day to fly from Seoul (ICN) to Chiang Mai (CNX) is Wednesday with an average fare of $586, while the cheapest time of day to depart is in the evening with fares as low as $371. The most expensive departure time is midday, where the minimum fare jumps to $1,171.",
        "methodology": "The cheapest day of the week and time of day to depart are drawn from the same large sample of real fares Priceline users found on this route in the last 72 hours, grouped by the day of the week and by the time-of-day window of the outbound departure, with the lowest and average price reported for each.",
        "relevant": true,
        "toolsUsed": [
          "departure_timing"
        ]
      },
      "q25": {
        "question": "What is a good price for a flight from Seoul to Chiang Mai?",
        "answer": "For flights from Seoul (ICN) to Chiang Mai (CNX), a good fare is anything under $384, which is the great-deal threshold; the typical price is around $558, with most fares falling between $200 and $800.",
        "methodology": "The typical price, the lowest fare, a 'great deal' threshold, and how fares are spread across price bands are summarized from a large sample of the real fares Priceline users found on this route in the last 72 hours, with a small fraction of extreme outlier fares excluded from the range.",
        "relevant": true,
        "toolsUsed": [
          "price_context"
        ]
      }
    }
  }
}