{
  "response": {
    "Key": "CTG-BWI",
    "orig": {
      "code": "CTG",
      "type": "airport",
      "city": "Cartagena",
      "fullCity": "Cartagena, Colombia",
      "airport": "Rafael Nuñez Intl Airport"
    },
    "dest": {
      "code": "BWI",
      "type": "airport",
      "city": "Baltimore",
      "fullCity": "Baltimore, Maryland",
      "airport": "Thurgood Marshall Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Cartagena to Baltimore?",
        "answer": "There are no nonstop flights from Cartagena (CTG) to Baltimore (BWI). With one stop, a typical total travel time is around 7 to 8 hours, depending on the layover city. The most common layover is in Miami (MIA), with a flight time of about 3 hours from CTG to MIA and 2 hours 45 minutes from MIA to BWI. Other layovers include Fort Lauderdale (FLL) and Panama City (PTY), with similar total times. The return flight from BWI to CTG usually takes about 7 to 8 hours as well."
      },
      "q1": {
        "question": "Are there any direct flights from Cartagena to Baltimore?",
        "answer": "There are no nonstop flights from Cartagena (CTG) to Baltimore (BWI). The shortest connecting routings are typically via Miami (MIA) on American Airlines, taking about 3h 5m for the CTG–MIA leg and 2h 40m for MIA–BWI with a layover of roughly 1h 50m, for a total travel time around 7.5 hours. Copa via Panama City (PTY) and Delta via Atlanta (ATL) also offer one-stop options with longer overall durations.",
        "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"
        ]
      },
      "q2": {
        "question": "Are there visa requirements to travel from Cartagena to Baltimore?",
        "answer": "Yes, visa requirements apply for travel from Cartagena, Colombia to Baltimore, USA. U.S. citizens do not need a visa to return home but must present a valid U.S. passport. Colombian citizens generally need a visa to enter the United States, unless they qualify for the Visa Waiver Program (which Colombia does not currently participate in) or hold a valid visa. Other nationalities should check U.S. visa requirements based on their citizenship. Additionally, all travelers must comply with any U.S. entry restrictions and COVID-19 related requirements in effect at the time of travel."
      },
      "q3": {
        "question": "What are the ground transportation options in Baltimore?",
        "answer": "Baltimore/Washington International Thurgood Marshall Airport (BWI) offers several ground transportation options to downtown Baltimore. The most used is the light rail, which connects the airport to the city center in about thirty minutes and is both affordable and reliable. The MARC Penn Line train provides a faster, though less frequent, connection to Baltimore's Penn Station. Taxis and ride-share services like Uber and Lyft are readily available, taking approximately fifteen to twenty minutes to downtown depending on traffic. Car rentals are on-site and convenient for exploring the greater Baltimore-Washington area, but parking in the city can be costly. Shuttle services and public buses are also available but are slower and less convenient. For most visitors, the light rail offers the best balance of cost and convenience."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Cartagena to Baltimore?",
        "answer": "The cheapest months to fly from Cartagena to Baltimore are September (around $468), October ($469), and August ($485), while the most expensive are December ($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. 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 Cartagena to Baltimore?",
        "answer": "For flights from Cartagena to Baltimore, the best fares usually appear when booking 6–9 weeks ahead, with the lowest price around $506 about 50 days before departure. During summer and holiday periods, demand can push prices higher, so aiming for the earlier end of that window is safer.",
        "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 Cartagena to Baltimore?",
        "answer": "No overnight (red‑eye) flights are currently available from Cartagena (CTG) to Baltimore (BWI). The schedule data shows no nonstop red‑eyes on this route, and no connecting itineraries with a red‑eye long leg were found.",
        "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 Cartagena to Baltimore?",
        "answer": "There is no nonstop service from Cartagena (CTG) to Baltimore (BWI). The most common one-stop routings are on American Airlines via Miami, Delta via Atlanta, and Copa Airlines via Panama City, based on schedule data. No per-carrier fare data is available for this 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. 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 Cartagena and Baltimore?",
        "answer": "Common layover cities between Cartagena and Baltimore include Miami, Fort Lauderdale, and Panama City (PTY). Miami and Fort Lauderdale are major U.S. gateways with frequent onward flights to Baltimore, offering efficient connections. Panama City serves as a hub for Copa Airlines, providing broad connections across the Americas and typically short layover times. These cities keep total travel time competitive, though U.S. transit requires a visa or ESTA for eligible travelers."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Cartagena to Baltimore?",
        "answer": "Reliability is generally good, but afternoon storms in Cartagena can cause delays. Booking morning departures, such as those offered by Spirit, can improve your chances of an on-time flight."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Baltimore?",
        "answer": "May to June and September to October offer pleasant temperatures and fewer tourists than summer."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Cartagena to Baltimore?",
        "answer": "Bring a passport valid for the duration of your stay, a valid U.S. visa or ESTA if eligible, proof of onward or return travel, and a payment method for baggage. No vaccination certificates are currently required."
      },
      "q12": {
        "question": "Which airport should I use in Baltimore?",
        "answer": "Baltimore/Washington International Thurgood Marshall Airport (BWI) is the primary airport serving Baltimore. It is located about 10 miles south of downtown Baltimore and offers a range of domestic and international flights. BWI is a major hub for Southwest Airlines and also served by several other carriers. There are no other commercial airports in Baltimore, so BWI is your only choice."
      },
      "q13": {
        "question": "How do I get to Rafael Nuñez Intl Airport from the city center?",
        "answer": "From Cartagena’s historic center to Rafael Núñez Airport, taxis are the most popular and take about 15–20 minutes at a moderate cost. Public buses are the cheapest but slower. Rideshares are available but less common, and driving with parking is possible but unnecessary for most."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Baltimore airport?",
        "answer": "No. Baltimore/Washington International Airport has no on-site hotels or sleeping pods. Nearby hotels like the Westin and Sheraton are connected by free shuttle from the terminal."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Thurgood Marshall Intl Airport?",
        "answer": "Baltimore/Washington International Airport has currency exchange at Travelex kiosks in the main terminal and Concourses C and E. It does not have dedicated prayer rooms or chapels. Free Wi‑Fi is available throughout the airport."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Cartagena and Baltimore airports?",
        "answer": "At Cartagena’s Rafael Núñez Airport, wheelchair assistance and accessible restrooms are available; request help through your airline 48 hours in advance. There is no dedicated children’s play area. At Baltimore/Washington International, mobility assistance, accessible parking, and restrooms are provided, along with a children’s play area near Concourse D; arrange assistance 48 hours ahead."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Cartagena to Baltimore?",
        "answer": "There is no nonstop service from Cartagena (CTG) to Baltimore (BWI); typical connecting itineraries use a Boeing 737 MAX 8 via Panama City (PTY) on Copa Airlines or a Boeing 737-800 via Miami (MIA) on American Airlines, though the exact aircraft can vary by day and airline. Wi-Fi and seatback entertainment are widely available on these aircraft, but specific offerings depend on the carrier and individual aircraft configuration.",
        "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 Cartagena to Baltimore?",
        "answer": "On the Cartagena (CTG) to Baltimore (BWI) route, the schedule data shows connecting service operated by Copa Airlines (Star Alliance) via Panama City and American Airlines (oneworld) via Miami; no alliance-unaffiliated carriers appear in these results, though other alliances could serve the route through different 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"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Cartagena?",
        "answer": "Rafael Núñez International Airport in Cartagena has a small VIP Lounge (Sala VIP) in the international departure area. It is accessible with Priority Pass, LoungeKey, and some premium credit cards, and also sells day passes. The lounge offers light snacks, drinks, and Wi‑Fi in a quiet seating area. There are no airline‑branded lounges at CTG."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Cartagena to Baltimore?",
        "answer": "Baggage allowance on the Cartagena–Baltimore route varies by airline and fare type. Basic economy fares are restrictive and may not include a checked bag. Standard international economy tickets typically include one checked bag and a carry‑on. Premium cabins offer more generous allowances."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Cartagena to Baltimore?",
        "answer": "Flights from Cartagena to Baltimore typically offer Economy and, on some airlines, 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": "Same‑day change and standby availability depend on the airline and fare class, with flexible tickets and premium cabins offering the most options."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Cartagena to Baltimore?",
        "answer": "The cheapest day to fly from Cartagena to Baltimore is Wednesday, with an average fare of $688 and a minimum of $480, while Sunday is the most expensive day at $1,081 on average. The cheapest time to depart is midday, where fares start at $480; evening departures are the priciest, starting at $732.",
        "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 Cartagena to Baltimore?",
        "answer": "A great deal on a flight from Cartagena to Baltimore is typically under $575, while the usual fare hovers around $773. Most prices fall between $400 and $1,000, but you may occasionally see fares as low as $480.",
        "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"
        ]
      }
    }
  }
}