{
  "response": {
    "Key": "ATL-PVR",
    "orig": {
      "code": "ATL",
      "type": "airport",
      "city": "Atlanta",
      "fullCity": "Atlanta, Georgia",
      "airport": "Hartsfield Jackson Intl Airport"
    },
    "dest": {
      "code": "PVR",
      "type": "airport",
      "city": "Puerto Vallarta",
      "fullCity": "Puerto Vallarta, Jalisco",
      "airport": "Gustavo Díaz Ordaz Intl Airport"
    },
    "faq": {
      "q0": {
        "question": "What is the typical flight duration from Atlanta to Puerto Vallarta?",
        "answer": "A nonstop flight from Atlanta (ATL) to Puerto Vallarta (PVR) typically takes about 4 hours 15 minutes. Return flights are often slightly shorter, around 3 hours 50 minutes, due to tailwinds. Connecting flights usually add 1.5 to 3 hours depending on the layover city, with Houston and Dallas being common stops. Delta offers the fastest nonstop service on this route."
      },
      "q1": {
        "question": "Are there any direct flights from Atlanta to Puerto Vallarta?",
        "answer": "Yes, there are direct nonstop flights from Atlanta (ATL) to Puerto Vallarta (PVR). Delta operates daily nonstop service with multiple morning departures, while Frontier offers one weekly nonstop flight on Saturdays.",
        "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 Atlanta to Puerto Vallarta?",
        "answer": "Yes, visa requirements apply when traveling from Atlanta, USA to Puerto Vallarta, Mexico. US citizens do not need a visa for tourist visits up to 180 days, but must have a valid US passport. Travelers of other nationalities should check Mexico's visa policy based on their citizenship; some may be visa-exempt while others require a visa. Additionally, all visitors must complete a Mexico Tourist Card (FMM) upon arrival. For the return from Puerto Vallarta to Atlanta, US entry requirements depend on nationality: US citizens need only a valid passport, while others may need a US visa or ESTA under the Visa Waiver Program."
      },
      "q3": {
        "question": "What are the ground transportation options in Puerto Vallarta?",
        "answer": "Puerto Vallarta’s Licenciado Gustavo Díaz Ordaz International Airport (PVR) is just a few miles from the city center. Taxis are the most common and convenient option; you must buy a ticket from an authorized booth inside the terminal to avoid overcharging. Shared shuttles are available and cheaper but make multiple stops. Ride‑share services like Uber operate but can face restrictions and are not allowed to pick up directly at the terminal, so you may need to walk to the main road. Public buses stop on the highway outside the airport and are the cheapest way to reach the downtown area, but they are often crowded and not recommended with large luggage. Car rentals are available for exploring beyond the city. Most travelers use authorized taxis or pre‑booked shuttles for a balance of safety and convenience."
      },
      "q4": {
        "question": "When is the cheapest time to fly from Atlanta to Puerto Vallarta?",
        "answer": "The cheapest months to fly from Atlanta to Puerto Vallarta are July, August, and September, with average fares as low as $651 in July. The most expensive months are April, March, and May, with April averaging $981.",
        "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 Puerto Vallarta?",
        "answer": "For the best fare from Atlanta to Puerto Vallarta, aim to book 4–6 weeks before departure, when prices average around $729. The cheapest single day in the data is 30 days out at $713, while last-minute bookings (0 days) spike to $1,155; during peak summer or holiday periods, you should add 2–4 weeks to that window to avoid the steepest increases.",
        "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 Puerto Vallarta?",
        "answer": "No overnight (red-eye) flights are available from Atlanta (ATL) to Puerto Vallarta (PVR). The schedule data shows no nonstop red-eyes on this route, and no connecting itineraries with a red-eye long leg were found either.",
        "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 Puerto Vallarta?",
        "answer": "Based on schedule data, Delta and Frontier operate nonstop flights from Atlanta (ATL) to Puerto Vallarta (PVR). Delta offers daily service with multiple departure times, while Frontier flies once weekly on Saturdays. Other carriers may also serve the route with connections, but those are the nonstop options shown.",
        "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 Atlanta and Puerto Vallarta?",
        "answer": "Common layover cities include Dallas/Fort Worth, Houston, and Mexico City, offering short connections and efficient transfers. Dallas and Houston provide broad domestic networks, while Mexico City is a major hub for flights to Puerto Vallarta. U.S. citizens do not need a visa for transit in Mexico."
      },
      "q9": {
        "question": "How reliable are on‑time departures on this route from Atlanta to Puerto Vallarta?",
        "answer": "On-time performance is generally good, but afternoon thunderstorms in Atlanta can cause delays. Early morning flights on Delta tend to be the most punctual on this route."
      },
      "q10": {
        "question": "Which months have the best weather for traveling to Puerto Vallarta?",
        "answer": "November through April offers dry, sunny days with comfortable humidity and fewer tourists outside the Christmas and Easter holidays."
      },
      "q11": {
        "question": "What documents should I bring with me to the airport when flying from Atlanta to Puerto Vallarta?",
        "answer": "Bring a passport valid for the length of your stay, as Mexico does not require six-month validity. No visa is needed for U.S. citizens for tourist stays up to 180 days, but you must fill out a Forma Migratoria Múltiple (FMM) upon arrival or online. Have proof of onward or return travel, a payment method for baggage, and any required vaccination certificates. Real ID is not sufficient; a passport is mandatory for international travel."
      },
      "q12": {
        "question": "Which airport should I use in Puerto Vallarta?",
        "answer": "Puerto Vallarta is served by Licenciado Gustavo Díaz Ordaz International Airport (PVR), the only commercial airport in the area. It is located about 10 km north of downtown and the hotel zone, offering easy access to popular beaches and resorts. Major U.S. and Mexican carriers, including Delta, American, United, and low‑cost airlines like Volaris and VivaAerobus, operate here, covering both legacy and budget travel needs."
      },
      "q13": {
        "question": "How do I get to Hartsfield Jackson Intl Airport from the city center?",
        "answer": "From downtown Atlanta to Hartsfield-Jackson, the MARTA Red or Gold line takes about 15–20 min and is the most popular and cheapest option. Rideshares and taxis take 15–25 min depending on traffic but cost more. Shuttle buses and on-site parking are also available, with parking being the most expensive choice."
      },
      "q14": {
        "question": "Are there hotels or sleeping facilities at Puerto Vallarta airport?",
        "answer": "No on‑site hotels, capsule hotels, or sleeping pods exist at Puerto Vallarta Airport. The nearest hotels, such as the One Puerto Vallarta Aeropuerto and Holiday Inn Express, are a short drive away and some offer shuttle service."
      },
      "q15": {
        "question": "Are there currency exchange offices, prayer rooms and Wi‑Fi at Gustavo Díaz Ordaz Intl Airport?",
        "answer": "Puerto Vallarta Airport has currency exchange booths in both terminals, a small chapel before security in the main terminal and free Wi‑Fi for 30 minutes, extendable with a watch-ad option."
      },
      "q16": {
        "question": "Are there accessible services or children's facilities at the Atlanta and Puerto Vallarta airports?",
        "answer": "Atlanta Hartsfield-Jackson offers wheelchair assistance, accessible restrooms, and a children’s play area in Concourse B. Puerto Vallarta’s airport provides wheelchair services and accessible facilities; children’s play areas are limited. Request mobility assistance through your airline at least 48 hours before departure."
      },
      "q17": {
        "question": "What aircraft are typically used on flights from Atlanta to Puerto Vallarta?",
        "answer": "There is no nonstop service from Atlanta (ATL) to Puerto Vallarta (PVR), so all flights connect. On the longer connecting leg, the most common aircraft in the schedule data are the Boeing 737-800 and Airbus A321-100, especially via Dallas/Fort Worth (DFW) on American Airlines; other connections via Houston (HOU/IAH) or Denver (DEN) may use unspecified types or 737-800s on Southwest and United. The exact aircraft can vary by day and airline, but Wi-Fi and seatback entertainment are widely available on these routes.",
        "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 Puerto Vallarta?",
        "answer": "Delta (SkyTeam) and Frontier (no alliance) are the carriers shown with nonstop service from Atlanta to Puerto Vallarta in the schedule data, with Delta operating daily flights and Frontier running one weekly Saturday departure. Other alliances may serve the route via connections, but no oneworld or Star Alliance carriers appear in the nonstop schedule.",
        "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 Atlanta?",
        "answer": "At Hartsfield‑Jackson Atlanta International Airport, Delta Air Lines operates nine Sky Clubs across all terminals; these lounges are accessible to Delta One, first‑class and SkyTeam Elite Plus passengers, as well as holders of select credit cards. The Club at ATL in the International Terminal (Concourse F) is open to Priority Pass, LoungeKey and day‑pass customers, featuring a bar, light meals and runway views. American Express Centurion Lounge in Concourse E is available to Platinum Card and Centurion members, offering locally inspired cuisine, craft cocktails and a family room."
      },
      "q21": {
        "question": "What is the baggage allowance on this route from Atlanta to Puerto Vallarta?",
        "answer": "Baggage allowance on Atlanta to Puerto Vallarta flights depends on the airline and fare class. Basic economy often excludes checked luggage, allowing only a personal item. Standard economy usually includes one checked bag and a carry-on, while premium cabins offer more. Check your airline's policy before booking."
      },
      "q22": {
        "question": "What cabin and seat options are typical from Atlanta to Puerto Vallarta?",
        "answer": "From Atlanta to Puerto Vallarta, you can typically find Economy, sometimes extra-legroom Economy, and occasionally flat-bed Business on certain flights, though 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 cabins offering the best options, while basic economy tickets generally do not qualify."
      },
      "q24": {
        "question": "What are the cheapest days and times to fly from Atlanta to Puerto Vallarta?",
        "answer": "The cheapest day to fly from Atlanta to Puerto Vallarta is Monday, with an average fare of $851, while Friday is the most expensive at $931. The cheapest time of day to depart is in the morning, with fares starting at $528.",
        "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 Atlanta to Puerto Vallarta?",
        "answer": "A good price for a flight from Atlanta to Puerto Vallarta would be anything under $679, which is the great-deal threshold; the typical price on this route is around $874, and fares can dip as low as $528.",
        "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"
        ]
      }
    }
  }
}