{
  "response": {
    "Key": "MIA-BOG",
    "orig": {
      "code": "MIA",
      "type": "airport",
      "city": "Miami",
      "fullCity": "Miami, Florida",
      "airport": "Miami Intl Airport"
    },
    "dest": {
      "code": "BOG",
      "type": "airport",
      "city": "Bogotá",
      "fullCity": "Bogotá, Colombia",
      "airport": "El Dorado Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Miami to Bogotá?",
        "answer": "A nonstop flight from Miami (MIA) to Bogotá (BOG) typically takes around 3 hours 45 minutes to 4 hours. The return flight from Bogotá to Miami is often slightly shorter, usually around 3 hours 30 minutes to 3 hours 45 minutes, due to prevailing wind patterns. For flights with layovers, common connecting cities include Panama City (PTY) and San Salvador (SAL), with total travel times ranging from approximately 6 to 9 hours depending on the length of the stopover. Airlines like American Airlines, Avianca, and LATAM offer direct service, with minimal variation in flight duration among carriers."
      },
      "q1": {
        "question": "Are there any direct flights from Miami to Bogotá?",
        "answer": "Yes, there are direct non‑stop flights from Miami (MIA) to Bogotá (BOG) operated by American Airlines (AA), Avianca (AV), LATAM (LA), and Emirates (EK), all flying daily. American runs the most frequencies with about 140 weekly departures spread throughout the day, Avianca offers 76 weekly flights, LATAM has 42, and Emirates operates 21 weekly 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 Miami to Bogotá?",
        "answer": "Yes, there are entry requirements depending on your nationality. U.S. citizens do not need a visa for tourist or business visits to Colombia of up to 90 days (extendable). However, you must have a valid U.S. passport with at least six months validity remaining. Colombian nationals need a valid Colombian passport and may require a U.S. visa or ESTA to enter the U.S. on the return. Other nationalities should check Colombia's visa policy, as some may need a visa. Always verify current requirements before travel."
      },
      "q3": {
        "question": "What are the ground transportation options in Bogotá?",
        "answer": "From El Dorado International Airport (BOG) to central Bogotá, official taxis are the most used and safest option, taking about twenty to forty minutes depending on traffic. You can book them at designated kiosks inside the terminal for fixed rates. Ride-share services like Uber and Cabify operate but face legal ambiguity, so pickups may be discreet. The TransMilenio bus rapid transit system has a nearby station accessible by a free feeder bus, but it can be crowded and is less convenient with luggage. Regular public buses are not recommended for travelers due to complexity and safety concerns. Car rentals are available but driving in Bogotá is challenging and often unnecessary. For most visitors, official taxis offer the best balance of safety, convenience, and cost."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Miami to Bogotá?",
        "answer": "Based on seasonal price data, the cheapest months to fly from Miami to Bogotá are April (average $279), March ($283), and May ($314), while the most expensive months are December ($546), January ($478), and February ($385).",
        "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.",
        "toolsUsed": [
          "seasonal_prices"
        ]
      },
      "q5": {
        "question": "How far in advance should I book tickets from Miami to Bogotá?",
        "answer": "For flights from Miami to Bogotá, the optimal booking window is roughly 1 to 4 weeks ahead, with the lowest fares around 2 to 3 weeks out averaging about $388. During peak summer (June–August) and major holiday periods like Christmas and New Year's, demand can push prices higher, so booking 6 to 8 weeks in advance is advisable to secure better rates.",
        "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.",
        "toolsUsed": [
          "booking_timing"
        ]
      },
      "q6": {
        "question": "Are overnight (red‑eye) flights available from Miami to Bogotá?",
        "answer": "There are no red‑eye (overnight) flights from Miami to Bogotá — the schedule data shows no nonstop red‑eyes on this route, and no connecting itineraries with a red‑eye long leg were found either.",
        "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 Miami to Bogotá?",
        "answer": "Nonstop flights from Miami to Bogotá are operated by American Airlines (AA), Avianca (AV), LATAM (LA), and Emirates (EK) according to schedule data. Typical median fares are around $572 on American, $372 on Avianca, $659 on LATAM, and $407 on Emirates.",
        "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 Miami and Bogotá?",
        "answer": "Common layover cities between Miami and Bogotá include Panama City, San Salvador, and Medellín. Panama City offers broad connections through Copa Airlines and efficient transfers at Tocumen International Airport. San Salvador provides competitive times via Avianca, while Medellín serves as a convenient secondary hub for connecting flights within Colombia. U.S. citizens do not need a visa for transit in Panama or El Salvador."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Miami to Bogotá?",
        "answer": "On‑time performance is generally reliable, though afternoon thunderstorms in Miami can cause delays. Early morning flights on American Airlines and Avianca typically have the best on‑time odds."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Bogotá?",
        "answer": "December to March and July to August are the driest months with mild temperatures and fewer tourists."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Miami to Bogotá?",
        "answer": "Bring a passport valid for at least six months beyond your arrival date. U.S. citizens do not need a visa for stays under 90 days, but you must have proof of onward or return travel. A yellow fever vaccination certificate is required if arriving from certain countries, but not from the U.S. Carry a payment method for baggage fees. Real ID is not needed for international travel."
      },
      "q12": {
        "question": "Which airport should I use in Bogotá?",
        "answer": "El Dorado International Airport is the only commercial airport serving Bogotá. It is about 15 km west of downtown, with easy access to La Candelaria and other attractions. It is a hub for Avianca and LATAM, handling all domestic and international flights."
      },
      "q13": {
        "question": "How do I get to Miami Intl Airport from the city center?",
        "answer": "From downtown Miami to MIA, the Metrorail Orange Line takes about 15–20 min and is the cheapest option. Rideshares and taxis are faster at around 10–15 min but cost more. Shuttle buses are available, and parking on‑site is the most expensive."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Bogotá airport?",
        "answer": "Yes. Bogotá El Dorado International Airport has a Holiday Inn on site, located near the terminal and accessible by a short walk. There are no capsule hotels or sleeping pods inside the terminal. Several other nearby hotels offer free shuttle service."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at El Dorado Intl Airport?",
        "answer": "El Dorado International Airport offers currency exchange offices in both terminals, particularly near arrivals, free Wi‑Fi throughout the airport, and a Catholic chapel located in Terminal 1 on the second floor."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Miami and Bogotá airports?",
        "answer": "Miami International offers wheelchair assistance, accessible restrooms, family lounges in Concourse E, and play areas in Concourses D and F. Bogotá El Dorado provides mobility assistance, accessible facilities, and children’s play zones in both terminals. Request assistance from your airline at least 48 hours before your flight."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Miami to Bogotá?",
        "answer": "On the Miami to Bogotá route, the most common aircraft types are the Airbus A320-100 (operated by LATAM and Avianca) and the Boeing 737 MAX 8 (operated by American Airlines), with Emirates also flying a Boeing 777-200LR on this route. The exact aircraft can vary by day and airline, but these three types dominate the nonstop schedule based on recent data.",
        "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 Miami to Bogotá?",
        "answer": "Nonstop flights from Miami (MIA) to Bogotá (BOG) are operated by American Airlines (oneworld) and Avianca (Star Alliance), so both oneworld and Star Alliance serve the route directly. LATAM Airlines and Emirates also fly this route nonstop but neither belongs to a global airline alliance.",
        "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 Miami?",
        "answer": "At Miami International, the American Airlines Flagship Lounge in Concourse D offers premium dining, showers, and quiet workspaces for business‑ and first‑class passengers on qualifying international routes. The Centurion Lounge in Concourse D provides hot meals, a bar, and a spa, accessible to eligible American Express cardholders. The Turkish Airlines Lounge in Concourse E welcomes business‑class travellers, Star Alliance Gold members, and Priority Pass holders, featuring Turkish cuisine and shower suites."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Miami to Bogotá?",
        "answer": "On Miami–Bogotá flights, basic economy fares often exclude checked bags but include a carry-on and personal item. Standard economy typically includes one checked bag, while premium cabins offer two. Check your airline's specific policy."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Miami to Bogotá?",
        "answer": "Flights from Miami to Bogotá commonly offer Economy and flat-bed Business class, while Premium Economy is available on select airlines."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies vary by airline and fare; flexible and higher cabin tickets often allow same‑day changes or standby, while restrictive economy fares rarely do."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Miami to Bogotá?",
        "answer": "The cheapest day to fly from Miami to Bogotá is Wednesday, with an average fare around $774, while Sunday is the most expensive day averaging $847. The cheapest time to depart is in the Morning, where fares start as low as $322.",
        "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 Miami to Bogotá?",
        "answer": "A great deal on flights from Miami to Bogotá is anything under $359, while the typical fare runs around $679.",
        "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"
        ]
      }
    }
  }
}