{
  "response": {
    "Key": "ATL-CTG",
    "orig": {
      "code": "ATL",
      "type": "airport",
      "city": "Atlanta",
      "fullCity": "Atlanta, Georgia",
      "airport": "Hartsfield Jackson 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 Atlanta to Cartagena?",
        "answer": "A nonstop flight from Atlanta (ATL) to Cartagena (CTG) typically takes about 4 hours and 10 minutes. With a layover, common connecting cities like Miami or Panama City can extend total travel time to between 6 and 8 hours, depending on the connection duration. The return flight is often slightly shorter, around 4 hours nonstop."
      },
      "q1": {
        "question": "Are there any direct flights from Atlanta to Cartagena?",
        "answer": "Delta flies nonstop from Atlanta to Cartagena daily, with up to 24 weekly departures clustered around mid-morning (roughly 10:00–10:25 AM). It's the only carrier offering nonstop service on 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. 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 Atlanta to Cartagena?",
        "answer": "Yes — visa requirements depend on your citizenship. For U.S. citizens flying from Atlanta to Cartagena, no visa is required for tourist stays up to 90 days. Colombian citizens traveling to the U.S. must hold a valid U.S. visa unless they are dual nationals of a Visa Waiver Program country with an approved ESTA. Other nationalities should check both Colombian and U.S. entry rules."
      },
      "q3": {
        "question": "What are the ground transportation options in Cartagena?",
        "answer": "At Rafael Núñez International Airport (CTG), taxis are readily available and are the fastest and most-used option to reach Cartagena's city center, with a fixed fare to the historic walled city. Ride-hailing apps like Uber are also present but may face restrictions near the terminal, so many travelers opt for official airport taxis. There is no dedicated mass transit from the airport, but local buses (Transcaribe feeder routes) run from nearby streets and offer a budget alternative, though they are slower and less convenient with luggage. Car rentals are available at the airport from companies like Avis and Hertz, but driving in the city can be chaotic and parking is scarce, making a rental less practical for most visitors. Shared shuttle vans are another option, often arranged through hotels or tour operators, providing a comfortable middle ground between taxis and buses.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://www.airports-terminal.com/interjet-airlines/interjet-airlines-ctg-terminal-rafael-nunez-international-airport/",
            "title": "Interjet Airlines CTG Terminal – Rafael Núñez International Airport",
            "time_published": "2024-07-06T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/w/index.php?oldid=1356774552&title=Rafael_N%C3%BA%C3%B1ez_International_Airport",
            "title": "Rafael Núñez International Airport",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2005-08-15T21:14:07Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Rafael%20N%C3%BA%C3%B1ez%20International%20Airport",
            "title": "Rafael Núñez International Airport",
            "time_published": "2026-04-14T23:02:26Z"
          },
          {
            "url": "https://www.airports-terminal.com/kuwait-airways/kuwait-airways-agp-terminal-malaga-costa-del-sol-airport/",
            "title": "Kuwait Airways AGP Terminal, Málaga-Costa del Sol Airport",
            "time_published": "2024-07-02T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Rafael_Núñez_International_Airport",
            "title": "Rafael Núñez International Airport",
            "time_published": "2026-07-06T10:49:13Z"
          }
        ]
      },
      "q4": {
        "question": "When is the cheapest time to fly from Atlanta to Cartagena?",
        "answer": "The cheapest months to fly from Atlanta to Cartagena are August, September, and April, with average fares around $545–605, while the most expensive months are December, January, and March, where averages climb to $744–904.",
        "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 Atlanta to Cartagena?",
        "answer": "For the best fares from Atlanta to Cartagena, book roughly 7 to 10 weeks ahead, where average prices sit around $689. The lowest single fare appears about 55 days out at $677, while last-minute tickets can spike above $1,100. During peak summer or holiday periods, aim toward the earlier end of that window or even a bit sooner, as demand tends to push optimal booking further out.",
        "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 Atlanta to Cartagena?",
        "answer": "No overnight (red-eye) flights are available from Atlanta to Cartagena — there are no nonstop red-eyes on this route, and no connecting itineraries whose long leg operates as a red-eye 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 Atlanta to Cartagena?",
        "answer": "Delta Air Lines flies nonstop from Atlanta to Cartagena with 24 weekly flights, departing daily around 10:00–10:23 AM. The median fare for this nonstop service is approximately $797.",
        "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.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q8": {
        "question": "If I need a connection, what are common layover cities between Atlanta and Cartagena?",
        "answer": "Common layovers include Miami, Panama City, and Bogotá. Miami offers quick connections and frequent flights. Panama City is a hub for Copa Airlines with efficient transfers and visa‑free transit for many nationalities. Bogotá provides broad onward connections on Avianca."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Atlanta to Cartagena?",
        "answer": "On-time reliability can vary, with afternoon thunderstorms in Atlanta often causing delays. Booking an early morning flight on Delta, which operates this route, improves your chances of a punctual departure."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Cartagena?",
        "answer": "December to March offers dry, sunny days and lower humidity, with fewer tourists outside the holiday weeks."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Atlanta to Cartagena?",
        "answer": "Bring a passport valid for at least six months, a completed Check-Mig form, proof of onward or return travel, and a payment method for baggage; U.S. citizens do not need a visa for tourism up to 90 days, but check for any vaccination requirements."
      },
      "q12": {
        "question": "Which airport should I use in Cartagena?",
        "answer": "Cartagena has only one commercial airport, Rafael Núñez International Airport, located about 5 km from the Old City, convenient for all travelers."
      },
      "q13": {
        "question": "How do I get to Hartsfield Jackson Intl Airport from the city center?",
        "answer": "From downtown Atlanta, the MARTA Red and Gold rail lines provide a direct, fast connection to the airport’s domestic terminal in about 20 minutes, making it the most popular and cost-effective option. Shared-ride shuttles also serve downtown for a flat per-person fee, while ride-share, taxis, and driving with on-site parking are available but generally cost more and can be slower during peak traffic.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://atl.com/ground-transportation",
            "title": "Ground Transportation - The official website of Hartsfield-Jackson Atlanta International Airport",
            "favicon": "https://www.atl.com/wp-content/uploads/2023/08/cropped-HJ_plane_Red-1000-180x180.jpg",
            "time_published": "2025-08-22T21:08:34Z"
          },
          {
            "url": "https://www.atl.com/maps-3/",
            "title": "Terminal Maps - The official website of Hartsfield-Jackson Atlanta International Airport",
            "favicon": "https://www.atl.com/wp-content/uploads/2023/08/cropped-HJ_plane_Red-1000-180x180.jpg",
            "time_published": "2022-01-25T20:26:21Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Airport%20station%20%28MARTA%29",
            "title": "Airport station (MARTA)",
            "time_published": "2026-03-29T17:37:22Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Airport_station_(MARTA)",
            "title": "Airport station (MARTA)",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2026-06-05T09:05:51Z"
          },
          {
            "url": "https://www.fly.faa.gov/fly/flyfaa/flyfaaindex?ARPT=ATL&p=1",
            "title": "Hartsfield-Jackson Atlanta International Airport"
          }
        ]
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Cartagena airport?",
        "answer": "There are no on-site hotels, capsule hotels, or sleeping pods at Cartagena Rafael Núñez International Airport. While the terminal has some comfortable seating that travelers can push together, nearby hotels offer shuttle service for uninterrupted sleep. No specific terminals or shuttle details are mentioned, but several hotels are within a 15-minute drive.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://sleepinginairports.net/guides/cartagena-airport-guide.htm",
            "title": "Cartagena Airport Guide (CTG) - Sleeping in Airports",
            "favicon": "https://www.sleepinginairports.net/nitropack_static/oBWrHkPujHTPIaVWqdDSDhClXUyrYhhb/assets/images/optimized/rev-b853180/www.sleepinginairports.net/wp-content/uploads/2018/09/cropped-sia-logo-180x180.png",
            "time_published": "2018-08-23T19:21:35Z"
          },
          {
            "url": "https://activities.marriott.com/south-america/colombia/cartagena/activities/cartagena_private_vip_airport_transportation_ctg-XTRQGB",
            "title": "Cartagena Private VIP Airport Transportation (CTG)",
            "time_published": "2026-03-01T00:00:00Z"
          },
          {
            "url": "https://activities.marriott.com/south-america/colombia/cartagena/activities/cartagena_airport_to_cartagena_or_vice_versa_one_way_private_t-XGG1UV",
            "title": "Cartagena Airport to Cartagena (or vice versa) One Way Private T",
            "time_published": "2026-03-01T00:00:00Z"
          },
          {
            "url": "https://meetings.accor.com/hotel/A232/index.en.shtml",
            "title": "Hotel in Cartagena with beautiful views of the Caribbean | Boutique - Meetings",
            "time_published": "2026-03-01T00:00:00Z"
          },
          {
            "url": "https://all.accor.com/hotel/A232/index.en.shtml",
            "title": "Hotel in Cartagena with beautiful views of the Caribbean | Boutique - ALL",
            "time_published": "2026-04-07T00:00:00Z"
          },
          {
            "url": "https://www.airports-terminal.com/interjet-airlines/interjet-airlines-ctg-terminal-rafael-nunez-international-airport/",
            "title": "Interjet Airlines CTG Terminal – Rafael Núñez International Airport",
            "time_published": "2024-07-06T00:00:00Z"
          }
        ]
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Rafael Nuñez Intl Airport?",
        "answer": "Rafael Núñez International Airport (CTG) offers currency exchange services through a Global Exchange bureau in the international arrivals area, open daily from 8:00 a.m. to 9:00 p.m. Free Wi‑Fi is available throughout the terminal for passengers. No prayer room or chapel is mentioned in current public information for the airport.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://en.wikipedia.org/w/index.php?oldid=1356774552&title=Rafael_N%C3%BA%C3%B1ez_International_Airport",
            "title": "Rafael Núñez International Airport",
            "favicon": "https://en.wikipedia.org/static/apple-touch/wikipedia.png",
            "time_published": "2005-08-15T21:14:07Z"
          },
          {
            "url": "https://www.airports-terminal.com/interjet-airlines/interjet-airlines-ctg-terminal-rafael-nunez-international-airport/",
            "title": "Interjet Airlines CTG Terminal – Rafael Núñez International Airport",
            "time_published": "2024-07-06T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Rafael_Núñez_International_Airport",
            "title": "Rafael Núñez International Airport",
            "time_published": "2026-07-06T10:49:13Z"
          },
          {
            "url": "https://www.airports-terminal.com/lion-air/lion-air-kmg-terminal-kunming-changshui-international-airport/",
            "title": "Lion Air KMG Terminal, Kunming Changshui International Airport",
            "time_published": "2024-07-11T00:00:00Z"
          },
          {
            "url": "https://en.wikipedia.org/wiki/Rafael%20N%C3%BA%C3%B1ez%20International%20Airport",
            "title": "Rafael Núñez International Airport",
            "time_published": "2026-04-14T23:02:26Z"
          }
        ]
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Atlanta to Cartagena?",
        "answer": "There is no nonstop service from Atlanta to Cartagena, so all flights connect. The most common aircraft on the longer leg are the Boeing 737-800 and Airbus A320-family jets, with the 737-800 appearing most often via Miami on American Airlines and the A320-100 via Fort Lauderdale on JetBlue. Other types that show up include the Airbus A321neo, Airbus A319, and Boeing 757; the exact aircraft varies by day and airline. Wi-Fi and seatback entertainment are widely available on these connecting itineraries, though specifics depend on the carrier and aircraft assigned.",
        "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 Atlanta to Cartagena?",
        "answer": "Delta, a SkyTeam member, is the only airline with nonstop service from Atlanta to Cartagena. Other alliances may serve the route via connections, but no non-alliance carrier operates it nonstop.",
        "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.",
        "toolsUsed": [
          "route_airlines"
        ]
      },
      "q20": {
        "question": "What are the best airport lounge options when departing from Atlanta?",
        "answer": "At Hartsfield-Jackson Atlanta International Airport, there are nine Delta Sky Club lounges across Concourses A, B, C, D, E, F, and T, with the largest at Gate D18 featuring over 500 seats and Southern-inspired cuisine. The Centurion Lounge by American Express is in Concourse E, offering premium food and drinks for Platinum Card and Centurion Members. Priority Pass members can access The Club ATL in Concourse F, which is open from 6:00 AM to 10:00 PM. Minute Suites, offering sleep pods, are available in Concourses B, E, and F. Eligibility for Delta Sky Clubs typically requires a same-day Delta One or SkyTeam premium cabin ticket, Delta Sky Club membership, or select American Express cards.",
        "toolsUsed": [],
        "references": [
          {
            "url": "https://americanexpress.com/en-us/travel/lounges/the-platinum-card/ATL",
            "title": "American Express Lounges at Hartsfield–Jackson Atlanta International Airport | Amex US",
            "time_published": "2026-05-02T00:00:00Z"
          },
          {
            "url": "https://www.delta.com/us/en/airports/united-states/atlanta-sky-club-airport-map",
            "title": "Hartsfield Atlanta (ATL) Airport Map & Lounges | Delta Air Lines",
            "time_published": "2023-01-01T00:00:00Z"
          },
          {
            "url": "https://prioritypass.com/lounges/usa/atlanta-ga-international",
            "title": "Hartsfield–jackson Atlanta International Airport ATL Lounges - ATL Airport Guide and lounges. | Priority Pass",
            "favicon": "https://prioritypass.com/icon.png?a4ff481221414a5c",
            "time_published": "2024-11-05T16:20:09Z"
          },
          {
            "url": "https://americanexpress.com/en-us/travel/lounges/delta-reserve/ATL",
            "title": "American Express Lounges at Hartsfield–Jackson Atlanta International Airport | Amex US",
            "favicon": "https://www.americanexpress.com/apple-touch-icon-152x152.png"
          },
          {
            "url": "https://prioritypass.com/lounges/usa/atlanta-ga-international/atl11-minute-suites",
            "title": "Hartsfield–jackson Atlanta International Airport ATL Lounges - ATL Airport Guide and lounges.  | Priority Pass",
            "time_published": "2024-11-05T00:00:00Z"
          }
        ]
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Atlanta to Cartagena?",
        "answer": "Baggage rules depend on the airline and fare class. Basic economy often excludes a free checked bag and may restrict carry-on to a personal item only. Standard international economy typically includes one checked bag and a carry-on, but always verify with your airline."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Atlanta to Cartagena?",
        "answer": "Flights from Atlanta to Cartagena typically offer 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": "Same‑day changes and standby depend on the airline and fare class, with flexible and premium tickets offering better options, while basic economy fares typically do not."
      }
    }
  }
}