{
  "response": {
    "Key": "BWI-CTG",
    "orig": {
      "code": "BWI",
      "type": "airport",
      "city": "Baltimore",
      "fullCity": "Baltimore, Maryland",
      "airport": "Thurgood Marshall 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 Baltimore to Cartagena?",
        "answer": "There are currently no nonstop flights from Baltimore (BWI) to Cartagena (CTG). The typical one-stop flight time ranges from about 6 hours 30 minutes to 9 hours, depending on the layover city and duration. Common layover cities include Miami (MIA), Fort Lauderdale (FLL), and Panama City (PTY). Return flights are generally similar in duration, but can vary by 30–60 minutes depending on wind patterns and layover direction. Spirit and American Airlines often offer the fastest connections, with total times around 6.5–7.5 hours."
      },
      "q1": {
        "question": "Are there any direct flights from Baltimore to Cartagena?",
        "answer": "There are no nonstop flights from Baltimore (BWI) to Cartagena (CTG). The shortest connecting option typically goes through Miami (MIA) on American Airlines with a total travel time of roughly 7 to 8 hours including the layover, or through Atlanta (ATL) on Delta which adds about 30–45 minutes more.",
        "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 Baltimore to Cartagena?",
        "answer": "Yes, visa requirements depend on your nationality. U.S. citizens do not need a visa for tourist stays of up to 90 days in Colombia. Colombian citizens traveling to the U.S. generally need a visa unless they hold a valid U.S. visa or are eligible for the Visa Waiver Program (which Colombia is not currently part of). Nationals of other countries should check Colombian and U.S. entry requirements based on their passport."
      },
      "q3": {
        "question": "What are the ground transportation options in Cartagena?",
        "answer": "Cartagena's Rafael Núñez International Airport (CTG) is just a few kilometers from the historic city center. Taxis are the most convenient and widely used option, with fixed-rate booths inside the terminal offering safe and reliable service to destinations like the Walled City or Bocagrande in about fifteen to twenty minutes. Ride-share services like Uber are technically available but face local restrictions and may not pick up directly at the airport, making them less reliable. There is no direct mass transit from the airport, though public buses pass on the main road a short walk away, but they are slow, crowded, and not recommended for visitors with luggage. Car rentals are available but driving in the narrow, chaotic streets of the old city is challenging and parking is scarce. Most travelers use official airport taxis for their ease and fixed pricing."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Baltimore to Cartagena?",
        "answer": "Based on seasonal price data for flights from Baltimore to Cartagena, the cheapest months to fly are September (average $468), October ($469), and August ($485), while the most expensive months are December (average $751), June ($596), and January ($570).",
        "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 Baltimore to Cartagena?",
        "answer": "For flights from Baltimore to Cartagena, the optimal booking window is typically 6 to 9 weeks before departure, with average fares around $516. The absolute lowest fares appear about 50 days out at roughly $506, while last-minute bookings can exceed $600. During summer and holiday periods, it's wise to book at the earlier end of that range or even a bit sooner, as prices tend to rise with increased demand.",
        "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 Baltimore to Cartagena?",
        "answer": "No overnight (red-eye) flights are available from Baltimore (BWI) to Cartagena (CTG) — the schedule data shows neither nonstop red-eyes nor connecting itineraries with a red-eye long leg on this route.",
        "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 Baltimore to Cartagena?",
        "answer": "There are no nonstop flights from Baltimore (BWI) to Cartagena (CTG). Based on schedule data, the most common connecting routing is via Miami (MIA) on American Airlines, with both legs operated by American. No per-carrier fare data is available for this route, but American Airlines is the main carrier offering one-stop 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. 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 Baltimore and Cartagena?",
        "answer": "Common layovers include Miami, Fort Lauderdale and Panama City. Miami and Fort Lauderdale offer frequent connections and short onward flights. Panama City provides efficient transfers with Copa Airlines and serves as a major hub for South America, often keeping total travel time competitive."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Baltimore to Cartagena?",
        "answer": "On-time performance is generally adequate but can be affected by weather and operational issues at BWI. Early departures, particularly on carriers like Spirit or connecting via Miami, tend to have better punctuality. No direct flights exist, so reliability depends on the connecting hub's performance."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Cartagena?",
        "answer": "December to April offers sunny, dry weather with less humidity and fewer tourists outside the holiday peak."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Baltimore to Cartagena?",
        "answer": "Bring a passport valid for at least six months, proof of onward or return travel, any required Colombian visa, and a payment method for baggage. U.S. citizens currently do not need a visa for short stays, but check for updates. Vaccination certificates may be required; verify current health entry requirements."
      },
      "q12": {
        "question": "Which airport should I use in Cartagena?",
        "answer": "Cartagena has only one commercial airport: Rafael Núñez International Airport (CTG). It is located about 5 km from the historic walled city and serves all domestic and international flights."
      },
      "q13": {
        "question": "How do I get to Thurgood Marshall Intl Airport from the city center?",
        "answer": "From downtown Baltimore to BWI, the MARC Penn Line train takes about 25–30 min and is the most popular low‑cost option. The Light RailLink takes 30–40 min. Rideshares and taxis are faster at 15–20 min but cost more. Parking is available."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Cartagena airport?",
        "answer": "No on-site hotels or sleeping pods exist at Cartagena Rafael Núñez International Airport. The closest hotel is the Hotel Las Américas Casa de Playa, about a 5-minute drive away, with shuttle service available. Several other hotels in the Bocagrande and historic center areas also offer airport transfers."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Rafael Nuñez Intl Airport?",
        "answer": "Rafael Núñez International Airport has currency exchange offices in the arrivals hall, a small chapel near the main terminal, and free Wi‑Fi throughout the airport."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Baltimore and Cartagena airports?",
        "answer": "Baltimore/Washington International provides wheelchair assistance through airlines (request 48 hours ahead) and has a children’s play area near Concourse D. Rafael Núñez International Airport in Cartagena offers limited mobility assistance via airlines; it lacks dedicated children’s play areas, but family restrooms are available."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Baltimore to Cartagena?",
        "answer": "There is no nonstop service from Baltimore (BWI) to Cartagena (CTG); the typical connecting itinerary uses a Boeing 737-800 on both legs, with American Airlines via Miami being the common option shown in schedule data. The exact aircraft can vary by day and airline, but the 737-800 is the most frequently observed type on this route.",
        "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 Baltimore to Cartagena?",
        "answer": "The Baltimore–Cartagena route has no nonstop service; the schedule data shows one-stop connections via Miami operated entirely by American Airlines, which belongs to the oneworld alliance. No other alliances or unaligned carriers appear in the data for this route, though other alliances may serve it through different connecting hubs.",
        "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 Baltimore?",
        "answer": "At Baltimore/Washington International (BWI), the Chesapeake Club Lounge in Concourse D offers day passes and Priority Pass access, featuring complimentary snacks, beverages, Wi‑Fi and workstations. The USO Lounge in the lower level of the main terminal serves active military and their families. No airline‑branded lounges such as Delta Sky Club, American Admirals Club or United Club currently operate at BWI."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Baltimore to Cartagena?",
        "answer": "Baggage allowance on flights from Baltimore to Cartagena varies by airline and fare type. Basic economy tickets are usually restrictive and may not include a checked bag. Standard international economy fares typically include one free checked bag and a carry-on. Premium cabins offer more generous allowances."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Baltimore to Cartagena?",
        "answer": "Flights from Baltimore to Cartagena typically offer Economy seating, with some airlines providing Premium Economy and flat-bed Business class on connecting itineraries."
      },
      "q23": {
        "question": "Are same‑day changes or standby possible on this route?",
        "answer": "Policies differ by airline and fare; flexible and premium tickets usually allow same‑day changes or standby, while Basic Economy generally does not."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Baltimore to Cartagena?",
        "answer": "The cheapest day to fly from Baltimore to Cartagena is Tuesday, with an average fare of $693 and a minimum as low as $294, while Sunday is the most expensive day at an average of $793. The cheapest time of day to depart is early morning, with a minimum fare of $294, contrasting with midday departures that start at $585.",
        "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 Baltimore to Cartagena?",
        "answer": "A good price for a flight from Baltimore to Cartagena is anything under $468, which counts as a great deal. The typical fare on this route is around $689, with most prices falling between $400 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"
        ]
      }
    }
  }
}