{
  "response": {
    "Key": "MIA-CTG",
    "orig": {
      "code": "MIA",
      "type": "airport",
      "city": "Miami",
      "fullCity": "Miami, Florida",
      "airport": "Miami Intl Airport"
    },
    "dest": {
      "code": "CTG",
      "type": "airport",
      "city": "Cartagena",
      "fullCity": "Cartagena, Colombia",
      "airport": "Rafael Nuñez Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Miami to Cartagena?",
        "answer": "A direct flight from Miami (MIA) to Cartagena (CTG) takes about 2 hours 50 minutes to 3 hours. Return flights are often slightly shorter, typically around 2 hours 40 to 2 hours 50 minutes. Connecting flights, most commonly via Bogotá or Panama City, usually range from 5 to 8 hours total travel time. American Airlines and Avianca offer the fastest nonstop services on this route."
      },
      "q1": {
        "question": "Are there any direct flights from Miami to Cartagena?",
        "answer": "Yes, American Airlines and Avianca both fly nonstop from Miami to Cartagena daily, with multiple flights a day — AA operates roughly 2–3 daily departures and Avianca has one or two, so the route is served by just two carriers but with very frequent 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. 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 Cartagena?",
        "answer": "Yes, there are visa requirements for travel from Miami to Cartagena. U.S. citizens do not need a visa for tourist or business stays up to 90 days, but a valid passport is required. Colombian nationals need a valid U.S. visa to enter the U.S. for the return flight. Other nationalities should check both Colombian entry requirements and U.S. re-entry rules. As of 2024, Colombia may require a Check-Mig form before arrival."
      },
      "q3": {
        "question": "What are the ground transportation options in Cartagena?",
        "answer": "Rafael Núñez International Airport (CTG) is very close to Cartagena’s city center, about a ten to fifteen minute drive. Taxis are the most common and convenient option, with fixed rates to popular areas like the Walled City, Bocagrande, and Getsemaní. You can book a taxi at the official stand inside the terminal. Ride-sharing apps like Uber exist but may face local restrictions, so taxis are more reliable. There is no direct mass transit from the airport; local buses run nearby but are not recommended for tourists with luggage due to crowding and complexity. Car rentals are available but are generally unnecessary and challenging given the city’s narrow streets and aggressive traffic. Most visitors use official taxis for their simplicity and speed."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Miami to Cartagena?",
        "answer": "The cheapest months to fly from Miami to Cartagena are April (average $325), March ($336), and May ($381), while the most expensive are December ($652), January ($538), and November ($479). The low season generally spans April through June, with prices rising in the shoulder months of July through October and peaking in the high season from November through February.",
        "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 Cartagena?",
        "answer": "For Miami to Cartagena, booking 4–6 weeks ahead tends to yield the best fares, averaging around $441. During peak summer or holiday periods, prices often rise and the cheapest seats sell out earlier, so aiming for 6–8 weeks in advance can help secure a better deal.",
        "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 Cartagena?",
        "answer": "No overnight (red-eye) flights are available on the Miami (MIA) to Cartagena (CTG) route — there are no nonstop red-eyes and no connecting itineraries whose long leg qualifies as a red-eye, based on the schedule data.",
        "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 Cartagena?",
        "answer": "Nonstop flights from Miami to Cartagena are operated by American Airlines and Avianca, based on the schedule data. American Airlines offers multiple daily departures, while Avianca operates a daily flight as well. Connecting options may also be available through other carriers, but these are the primary nonstop airlines serving the route.",
        "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 Miami and Cartagena?",
        "answer": "Common layover cities between Miami and Cartagena include Bogotá, Panama City, and Medellín. Bogotá offers the highest frequency and broad domestic connections within Colombia. Panama City provides an efficient, modern hub with short transfer times and serves as a visa‑free transit point for many nationalities. Medellín, while less frequent, can be a competitive option for regional connectivity."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Miami to Cartagena?",
        "answer": "On-time reliability is generally good, but afternoon thunderstorms in Miami can cause delays. Book early morning departures for the best chance of an on-time flight. American Airlines often operates this route with consistent performance."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Cartagena?",
        "answer": "December to April offers the driest, sunniest weather with lower humidity and fewer crowds before the rainy season peaks."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Miami to Cartagena?",
        "answer": "Bring a passport valid for at least six months and with blank pages, a completed Check-Mig form, proof of onward or return travel, payment for any baggage fees, and a yellow fever vaccination certificate if arriving from a risk area."
      },
      "q12": {
        "question": "Which airport should I use in Cartagena?",
        "answer": "Cartagena has one main airport, Rafael Núñez International Airport, which is about 10 to 15 minutes from the historic centre and Bocagrande. It serves all domestic and international flights to the city, with airlines including Avianca, LATAM, Copa, and several North American carriers."
      },
      "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 take 10–15 min but cost more. Airport shuttles and parking are also available."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Cartagena airport?",
        "answer": "No. Rafael Núñez International Airport has no on-site hotels, capsule hotels or sleeping pods. The nearest hotels are a short taxi ride away in the city center or along the Bocagrande area, with no dedicated airport shuttle service."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Rafael Nuñez Intl Airport?",
        "answer": "Rafael Nuñez International Airport offers currency exchange offices in the arrivals hall, a small chapel on the ground floor near domestic arrivals, and free Wi‑Fi throughout the terminal."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Miami and Cartagena airports?",
        "answer": "Miami International provides wheelchair assistance and a family lounge in Concourse E with play areas in Concourses D and F. Cartagena's Rafael Núñez Airport offers basic wheelchair services but no dedicated children's play areas. Arrange assistance through your airline at least 48 hours before departure."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Miami to Cartagena?",
        "answer": "On the Miami to Cartagena nonstop, American Airlines typically uses the Boeing 737-800. For one-stop itineraries, the most common connecting aircraft include the Airbus A320 family (via Bogotá or Medellín on Avianca/LATAM) and the Boeing 737-800 or 737 MAX 9 (via Panama City on Copa). The exact aircraft can vary by day and airline, and Wi-Fi and seatback entertainment are widely available on these modern narrowbody jets.",
        "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 Cartagena?",
        "answer": "Nonstop flights from Miami to Cartagena are operated by American Airlines (oneworld alliance) and Avianca (Star Alliance). Both carriers belong to an alliance, so there is no major unaffiliated airline on this nonstop route.",
        "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 Airport, American Airlines operates two Admirals Clubs in Concourses D and E, plus a Flagship Lounge in Concourse D for first‑class and elite passengers, featuring a buffet and shower suites. The Delta Sky Club in Concourse H offers a full bar and hot food. Priority Pass members can use Turkish Airlines Lounge in Concourse E, which has a buffet and Wi‑Fi. Day passes are not available for the Flagship Lounge, but other lounges may sell them or grant access via eligible credit cards."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Miami to Cartagena?",
        "answer": "Baggage rules for Miami–Cartagena vary. Basic economy often excludes a checked bag but allows a carry-on. Standard economy usually includes one checked bag and a carry-on. Check your airline for specifics."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Miami to Cartagena?",
        "answer": "Flights from Miami to Cartagena typically offer Economy class; Premium Economy is uncommon, and flat-bed Business class is available on select airlines."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies depend on the airline and fare class, with flexible and premium tickets typically allowing same‑day changes or standby, while basic economy often does not."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Miami to Cartagena?",
        "answer": "The cheapest day to fly from Miami to Cartagena is Saturday, with an average fare of $865, while Sunday is the most expensive at $956. The cheapest time of day to depart is the morning, with fares starting at $294, whereas late-night departures start at a higher $352.",
        "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 Cartagena?",
        "answer": "A good fare for a flight from Miami to Cartagena is anything under $392, which counts as a great deal based on recent pricing data. The typical price for this route is around $816, with most fares falling between $400 and $1,000.",
        "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"
        ]
      }
    }
  }
}