{
  "response": {
    "Key": "LIR-JFK",
    "orig": {
      "code": "LIR",
      "type": "airport",
      "city": "Liberia",
      "fullCity": "Liberia, Costa Rica",
      "airport": "Guanacaste Airport"
    },
    "dest": {
      "code": "JFK",
      "type": "airport",
      "city": "New York",
      "fullCity": "New York, New York",
      "airport": "John F Kennedy Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Liberia to New York?",
        "answer": "A nonstop flight from Liberia (LIR) to New York (JFK) typically takes about 5 hours 15 minutes. With one stop, common layovers include Miami or Atlanta, and total travel time often ranges from 7 to 10 hours. The return flight (JFK to LIR) is usually similar, around 5 hours nonstop."
      },
      "q1": {
        "question": "Are there any direct flights from Liberia to New York?",
        "answer": "Yes, JetBlue (B6) flies nonstop from Liberia (LIR) to New York JFK daily with multiple departures throughout the afternoon, and American Airlines (AA) also operates a nonstop on Saturdays with two departures. JetBlue runs 53 weekly flights in the schedule data, while American adds two Saturday-only flights.",
        "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 Liberia to New York?",
        "answer": "Yes, there are visa requirements for this international route. U.S. citizens do not need a visa to enter the U.S. but must present a valid passport. Costa Rican citizens generally need a visa to enter the United States unless traveling under the Visa Waiver Program (Costa Rica is not currently a participant, so a B-1/B-2 visa is typically required). Travelers of other nationalities should check U.S. entry requirements based on their citizenship."
      },
      "q3": {
        "question": "What are the ground transportation options in New York?",
        "answer": "From John F. Kennedy International Airport (JFK) to central New York City, you have several options. The AirTrain JFK connects to the subway (A, E, J, and Z lines) and the Long Island Rail Road at Jamaica Station, reaching Midtown Manhattan in about fifty to seventy minutes. This is the most affordable and commonly used method. Taxis provide a fixed fare to Manhattan, taking forty-five to seventy-five minutes depending on traffic. Ride-share services like Uber and Lyft are widely available but subject to surge pricing. Private shuttles and car rentals are also options, though driving and parking in Manhattan are challenging. Most travelers use the AirTrain and subway combination for its cost-effectiveness and reliability."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Liberia to New York?",
        "answer": "The cheapest months to fly from Liberia to New York are April ($438 average), May ($443), and June ($457), while the most expensive are December ($692), January ($532), and February ($532).",
        "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. For this route, fares for the requested travel direction were unavailable, so the pattern shown is derived from the reverse direction, which shares the same seasonal demand cycle.",
        "relevant": true,
        "toolsUsed": [
          "seasonal_prices"
        ]
      },
      "q5": {
        "question": "How far in advance should I book tickets from Liberia to New York?",
        "answer": "For flights from Liberia, Costa Rica (LIR) to New York (JFK), the optimal booking window is typically 9 to 11 weeks before departure, when average fares drop to around $478. During summer and holiday peaks, prices can rise sharply, so aiming for that 2-3 month lead time is even more important to avoid last-minute spikes above $550.",
        "methodology": "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. For this route, fares for the requested travel direction were unavailable, so the pattern shown is derived from the reverse direction, which shares the same seasonal demand cycle.",
        "relevant": true,
        "toolsUsed": [
          "booking_timing"
        ]
      },
      "q6": {
        "question": "Are overnight (red‑eye) flights available from Liberia to New York?",
        "answer": "There are no nonstop red-eye flights from Liberia (LIR) to New York (JFK). Connecting itineraries with an overnight leg do exist — for example, on American Airlines via Miami, where the MIA→JFK leg departs around 9:51 PM and arrives just before 1:00 AM, but that is a connection rather than a direct overnight flight from Liberia.",
        "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 Liberia to New York?",
        "answer": "Nonstop service from Liberia (LIR) to New York JFK is operated by JetBlue (B6) and American Airlines (AA), with JetBlue offering daily flights and American flying on Saturdays. These are the nonstop carriers shown in the schedule data; other airlines may also serve the route with connections.",
        "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.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q8": {
        "question": "If I need a connection, what are common layover cities between Liberia and New York?",
        "answer": "Common layover cities between Liberia and New York include Miami, Atlanta, Houston, and Charlotte. Miami offers frequent connections and quick transit times, while Atlanta provides a vast network and efficient operations. Houston and Charlotte also serve as major hubs with competitive total travel times. All are U.S. cities, so you clear customs at your first point of entry, which should be factored into layover duration."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Liberia to New York?",
        "answer": "On-time departures from Liberia can be affected by afternoon thunderstorms and airport congestion. Early morning flights, such as those on JetBlue or Delta, tend to have better punctuality. Overall, reliability is moderate, so booking the first departure of the day is wise."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to New York?",
        "answer": "May to June and September to October offer pleasant temperatures and fewer tourists."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Liberia to New York?",
        "answer": "Bring a passport valid for at least six months beyond your stay, a visa or ESTA if required, proof of onward or return travel, a payment method for baggage and any necessary vaccination or insurance documents."
      },
      "q12": {
        "question": "Which airport should I use in New York?",
        "answer": "John F. Kennedy International is the primary international gateway for New York, with extensive global connections and major alliances. LaGuardia is closer to Midtown Manhattan and focuses on domestic and short-haul flights. Newark Liberty in New Jersey also serves the New York area with strong international and domestic networks, and is convenient for Lower Manhattan."
      },
      "q13": {
        "question": "How do I get to Guanacaste Airport from the city center?",
        "answer": "Guanacaste Airport is about 12 km from Liberia city center. Public buses run infrequently and are the cheapest option. Shared shuttles and private transfers are popular for their reliability. Taxis are faster and more expensive. Rideshare is limited; driving and parking are available."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at New York airport?",
        "answer": "Yes. JFK's only on-site hotel is the TWA Hotel, connected to Terminal 5. No capsule hotels or sleeping pods exist. Other nearby hotels offer shuttle service."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at John F Kennedy Intl Airport?",
        "answer": "Yes. JFK has currency exchange offices in Terminals 1, 4, 5, 7 and 8. Multi‑faith prayer rooms are available in Terminals 1, 4 and 8. Free Wi‑Fi is offered throughout all terminals."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Liberia and New York airports?",
        "answer": "At Liberia Guanacaste Airport, wheelchair assistance and ramps are available; request help through your airline at least 48 hours in advance. There are no dedicated children’s play areas. New York JFK offers wheelchair assistance, accessible restrooms, and a children’s play area in Terminal 5; also request assistance 48 hours ahead."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Liberia to New York?",
        "answer": "Nonstop flights from Liberia (LIR) to New York (JFK) typically use a Boeing 737 MAX 8 on United or an Airbus A321-100 on JetBlue, though the exact aircraft can vary by day. Common connecting itineraries via Miami, Fort Lauderdale, Houston, or Charlotte most often feature Boeing 737-800s or Airbus A320-family aircraft on the longer leg, paired with similar narrowbody types on the shorter domestic segment.",
        "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"
        ]
      },
      "q18": {
        "question": "Which airline alliances serve flights from Liberia to New York?",
        "answer": "JetBlue (B6) and American Airlines (AA) operate nonstop from Liberia (LIR) to New York JFK. American is a member of the oneworld alliance, while JetBlue belongs to no global alliance. Other alliances may serve the route via connections, but the schedule data shows only these two carriers on nonstop service.",
        "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.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Liberia?",
        "answer": "At Liberia Airport, the only lounge is the VIP Lounge Santamaría. It accepts Priority Pass, LoungeKey and some credit cards, and also sells day passes. It offers air conditioning, light snacks and drinks, but has no airline‑branded lounges."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Liberia to New York?",
        "answer": "On Liberia–New York flights, baggage rules depend on the airline and fare type. Basic economy is restrictive and may not include a checked bag. Standard international economy usually includes one checked bag and a carry‑on, but always verify with your airline."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Liberia to New York?",
        "answer": "Typical cabins on Liberia to New York flights include Economy and flat‑bed Business class; Premium Economy is not common on this route."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies depend on the airline and fare class, but flexible tickets and premium cabins generally allow same‑day changes or standby while basic economy typically does not."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Liberia to New York?",
        "answer": "From Liberia to New York, the cheapest day to fly is Thursday, with an average fare around $819 and a minimum of $403, while Sunday is the most expensive day averaging $1,046. The cheapest time to depart is in the afternoon, where fares start as low as $394, compared to early morning departures which are the most expensive with a minimum of $1,506.",
        "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 Liberia to New York?",
        "answer": "A good fare on this route is anything under $502, which the data considers a great deal. The typical price from Liberia to New York is around $723, and fares can dip as low as $394.",
        "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"
        ]
      }
    }
  }
}