{
  "response": {
    "Key": "ATL-PTY",
    "orig": {
      "code": "ATL",
      "type": "airport",
      "city": "Atlanta",
      "fullCity": "Atlanta, Georgia",
      "airport": "Hartsfield Jackson Intl Airport"
    },
    "dest": {
      "code": "PTY",
      "type": "airport",
      "city": "Panama City",
      "fullCity": "Panama City, Panama",
      "airport": "Tocumen Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Atlanta to Panama City?",
        "answer": "A nonstop flight from Atlanta (ATL) to Panama City (PTY) typically takes about 4 hours 10 minutes to 4 hours 25 minutes. The return flight is usually similar in duration. With one stop, total travel time often ranges from 6 to 9 hours, depending on the layover city."
      },
      "q1": {
        "question": "Are there any direct flights from Atlanta to Panama City?",
        "answer": "Yes, Delta and Copa Airlines both fly nonstop from Atlanta to Panama City. Delta operates daily with up to 49 weekly flights, while Copa flies six days a week (Monday, Tuesday, Thursday, Friday, Saturday, and Sunday) with about 33 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. 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"
        ]
      },
      "q2": {
        "question": "Are there visa requirements to travel from Atlanta to Panama City?",
        "answer": "Yes, visa requirements apply. U.S. citizens do not need a visa for tourist or business stays up to 180 days in Panama but must hold a passport valid for at least three months beyond arrival. Panamanian citizens require a visa to travel to the U.S., typically a B-2 tourist visa, unless they qualify for the Visa Waiver Program (which Panama is not part of). Other nationalities should check both U.S. and Panamanian entry rules based on their citizenship."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Atlanta to Panama City?",
        "answer": "The cheapest months to fly from Atlanta to Panama City are April (averaging $595), September ($613), and October ($622), with the low season running April, May, September, and October. The most expensive period is December, where average fares reach $790, followed by July ($692) and June ($689); the high season spans March, June, July, and December.",
        "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 Panama City?",
        "answer": "For flights from Atlanta to Panama City, the best fares appear when booking about 14 to 16 weeks ahead, with a typical price around $620. The cheapest individual fare was $619 at 115 days out, while last-minute bookings can cost $751 or more.",
        "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 Panama City?",
        "answer": "No nonstop red‑eye flights operate from Atlanta to Panama City. One connecting overnight itinerary exists: United offers a red‑eye from Newark (EWR) to Panama City departing at 11:55 PM and arriving at 4:04 AM, which lands in the early hours; the full journey connects through Newark with a layover of about 4 hours 45 minutes.",
        "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 Panama City?",
        "answer": "Delta and Copa Airlines fly nonstop from Atlanta to Panama City. Delta operates around 49 weekly flights with daily departures, while Copa offers about 33 weekly flights on most days except Wednesday. Typical median fares are roughly $710 on Delta and $774 on Copa.",
        "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 Panama City?",
        "answer": "Common layovers from Atlanta to Panama City include Miami, Fort Lauderdale, Houston and San Salvador. Miami offers the most frequent connections and a quick flight south. Fort Lauderdale provides low-cost alternatives via Spirit. Houston is a major hub for United, with efficient transfers. San Salvador, with Avianca, often has competitive total times and visa-free transit for many nationalities."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Atlanta to Panama City?",
        "answer": "On‑time performance is generally good, though afternoon thunderstorms in Atlanta can cause delays. Morning flights, particularly on Delta, tend to be more punctual."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Panama City?",
        "answer": "January to April is the dry season with sunny skies and lower humidity, avoiding the heavy rains and crowds of later months."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Atlanta to Panama City?",
        "answer": "Bring a passport valid for at least six months, proof of onward or return travel, any required visa, a payment method for baggage and any necessary vaccination or insurance documents."
      },
      "q12": {
        "question": "Which airport should I use in Panama City?",
        "answer": "Tocumen International Airport is the only major airport serving Panama City. It is located about 24 km east of downtown and handles all international and most domestic flights."
      },
      "q13": {
        "question": "How do I get to Hartsfield Jackson Intl Airport from the city center?",
        "answer": "The fastest and most popular way to get from downtown Atlanta to Hartsfield-Jackson is MARTA's Red or Gold Line train, which runs directly to the airport in about 20 minutes and is very affordable. Ride-share services like Uber and Lyft, as well as taxis, offer door-to-door convenience at a higher cost, while shared-ride shuttles provide a mid-range option with fares around $16.50 per person from downtown. Driving yourself is possible with extensive parking at both terminals, but you'll need to budget extra time for traffic and walking from the lots.",
        "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"
          }
        ]
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Atlanta to Panama City?",
        "answer": "There is no nonstop service between Atlanta and Panama City. Connecting itineraries typically use a Boeing 737 MAX 9 or 737-800 on the longer leg, routing through hubs like Newark, Houston, Washington-Dulles, Miami, or Chicago O'Hare, with the shorter leg flown by a mix of 737s, A320-family, or Embraer 175 aircraft. The exact aircraft can vary by day and airline; Wi-Fi and seatback entertainment are widely available on these mainline 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 Atlanta to Panama City?",
        "answer": "Only two airlines operate nonstop between Atlanta and Panama City: Delta (SkyTeam) and Copa Airlines (Star Alliance). Both are alliance members, so no unaligned carriers serve this route nonstop — though other alliances may offer connecting itineraries.",
        "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, Delta Air Lines operates nine Sky Club locations across Concourses A, B, C, D, E, F, and T, with the flagship 24,500-square-foot club at Gate D18 featuring over 500 seats, Southern-inspired cuisine, private phone booths, and high-speed Wi-Fi. American Express cardholders can access The Centurion Lounge in Concourse E, known for its premium food and bar. The Club ATL in Concourse F is available to Priority Pass members and day-pass purchasers, while Minute Suites in Concourses B, E, and F offer private sleep pods and workspaces. Access to Delta Sky Clubs requires a same-day Delta ticket and either an eligible credit card, elite status, or a paid membership; The Centurion Lounge requires an American Express Platinum or Centurion card; The Club ATL accepts Priority Pass or a day pass.",
        "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 Panama City?",
        "answer": "Baggage allowance on flights from Atlanta to Panama City depends on the airline and fare class. Basic economy tickets typically restrict or charge for checked bags, while standard international economy fares often include one free checked bag and a carry‑on. Premium cabins generally allow more checked bags and larger carry‑ons."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Atlanta to Panama City?",
        "answer": "Flights from Atlanta to Panama City 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": "Policies vary by airline and fare; flexible and premium cabin tickets often allow same‑day changes or standby, while Basic Economy typically does not."
      }
    }
  }
}