{
  "response": {
    "Key": "US-MY",
    "orig": {
      "code": "US",
      "type": "country",
      "country": "United States"
    },
    "dest": {
      "code": "MY",
      "type": "country",
      "country": "Malaysia"
    },
    "faq": {
      "q0": {
        "question": "Which U.S. cities can I fly from to reach Malaysia?",
        "answer": "Travellers from the United States can fly to Malaysia from major hubs such as Los Angeles, San Francisco, New York JFK, and Seattle. There are no non-stop flights. Common one-stop options connect via East Asian or Middle Eastern hubs like Singapore, Tokyo, Doha, or Dubai. Los Angeles and San Francisco often offer the most competitive fares and frequencies on transpacific routes, while East Coast departures may route through Europe or the Middle East. Choosing a departure airport depends on proximity, total travel time, and fare differences."
      },
      "q1": {
        "question": "Which airports in Malaysia are the best to fly into?",
        "answer": "From the United States, the main entry point is Kuala Lumpur International Airport, which handles the vast majority of long-haul flights and offers extensive domestic connections to Penang, Langkawi, Kota Kinabalu and beyond. Secondary options like Penang and Kota Kinabalu are accessible with a stop in Kuala Lumpur or other Asian hubs."
      },
      "q2": {
        "question": "How long is the flight to Malaysia?",
        "answer": "There are no non-stop flights from the US to Malaysia. From Los Angeles or San Francisco to Kuala Lumpur, one-stop routes via Tokyo, Hong Kong or Singapore typically take 20 to 24 hours westbound and can be 1 to 3 hours shorter eastbound on the return."
      },
      "q3": {
        "question": "Are there direct flights to Malaysia?",
        "answer": "There are no non-stop flights from the United States to Malaysia. Travellers typically connect through major Asian hubs such as Singapore, Hong Kong, Tokyo, or Middle Eastern cities like Doha and Dubai. Total travel time from the U.S. West Coast is around 20 to 24 hours, while from the East Coast it can be 24 to 30 hours or more, depending on the connection."
      },
      "q4": {
        "question": "Which U.S. airports are usually cheapest for flying to Malaysia?",
        "answer": "Los Angeles and San Francisco are often the cheapest US gateways for flights to Malaysia, thanks to frequent one-stop connections on Asian carriers. New York can also be competitive, but travellers from smaller US cities usually save by connecting through these West Coast hubs first."
      },
      "q5": {
        "question": "Which airlines fly to Malaysia?",
        "answer": "United States to Malaysia is served by Malaysia Airlines, Singapore Airlines, Cathay Pacific, Qatar Airways, Emirates, and EVA Air via their hubs."
      },
      "q6": {
        "question": "When is the cheapest time to fly to Malaysia?",
        "answer": "The cheapest months to fly from the United States to Malaysia are September, August, and October, while June, December, and May are the priciest — avoid travel near major holidays like Christmas, New Year, and Hari Raya Puasa when fares spike. For the best price, book about 8 to 11 weeks ahead of your departure date. Midweek departures and off-peak times of day tend to offer lower fares, though specific day-of-week data for this route is limited.",
        "methodology": "This 'good deal' estimate shows a representative best price for each departure date across roughly a 12-month window (about 3 months back and 9 months forward). It is built from real flight prices found by Priceline users searching this route, accumulated into a price history for each departure date. Rather than weighting all of that history equally, we apply exponential time decay so recent prices dominate — a price seen yesterday counts almost in full, one from about a month ago roughly a third, and prices from a few months back very little — giving a figure that tracks today's market instead of a stale long-run average. Clear price outliers are removed before any calculation, departure dates with no observations are filled in from nearby dates, and the resulting curve is lightly smoothed so it reads as a clean seasonal trend rather than day-to-day noise. This booking-window guidance is built from the same real flight prices found by Priceline users searching this route, re-grouped by how many days before departure each price was seen (from the departure day out to about 180 days ahead) across the route's price history. At each booking lead time we report the 25th-percentile price — the cheaper end of what travelers were quoted, rather than the rock-bottom minimum (which can be a fluke) or the average (which is pulled up by expensive last-minute fares). The buy-or-wait advice then applies a risk premium that grows as departure approaches, since seat availability shrinks and prices become less predictable; using that adjusted curve we flag windows where waiting is likely to save a meaningful amount (at least $20 or 5%) versus windows where booking now is the better call. Isolated single-day recommendations are filtered out, so the advice only reflects a window that holds for several days in a row."
      },
      "q8": {
        "question": "Do I need a visa to travel to Malaysia?",
        "answer": "United States passport holders do not need a visa for short tourist visits to Malaysia. They are allowed to stay for up to 90 days, entering visa-free.\n\nThis is general guidance to help you plan, not official immigration advice — entry rules can change and can depend on your nationality and circumstances, so please confirm the current requirements with the relevant embassy or official government source before you travel.",
        "toolsUsed": [
          "article_lookup"
        ],
        "references": [
          {
            "url": "https://en.wikipedia.org/wiki/Visa_policy_of_Malaysia",
            "title": "Visa policy of Malaysia",
            "favicon": "https://en.wikipedia.org/static/favicon/wikipedia.ico"
          },
          {
            "url": "https://www.gov.uk/foreign-travel-advice/malaysia/entry-requirements",
            "title": "Malaysia entry requirements — GOV.UK",
            "favicon": "https://www.gov.uk/favicon.ico"
          }
        ],
        "preopenedReferences": true,
        "stageOnly": true
      },
      "q10": {
        "question": "How easy is it to travel within Malaysia after I arrive?",
        "answer": "Malaysia offers efficient domestic travel via flights, trains, and buses. Kuala Lumpur is the main hub for connecting to Penang, Kota Kinabalu, and Langkawi. Arriving in Kuala Lumpur provides the most onward options, while direct flights to Penang or Langkawi may limit connections to other regions."
      }
    }
  }
}